ale
ale copied to clipboard
Published
20 hours ago •
dense-analysis
dense-analysis
Huge lag on Latex files, large loclist output
trafficstars
Information
VIM version
VIM - Vi IMproved 8.1 (2018 May 18, compiled Nov 13 2018 21:39:48)
macOS version
Included patches: 1-280
Compiled by MacPorts
Huge version without GUI. Features included (+) or not (-):
+acl +extra_search +mouse_netterm +tag_old_static
+arabic +farsi +mouse_sgr -tag_any_white
+autocmd +file_in_path -mouse_sysmouse -tcl
+autochdir +find_in_path +mouse_urxvt +termguicolors
-autoservername +float +mouse_xterm +terminal
-balloon_eval +folding +multi_byte +terminfo
+balloon_eval_term -footer +multi_lang +termresponse
-browse +fork() -mzscheme +textobjects
++builtin_terms +gettext +netbeans_intg +timers
+byte_offset -hangul_input +num64 +title
+channel +iconv +packages -toolbar
+cindent +insert_expand +path_extra +user_commands
-clientserver +job -perl +vartabs
+clipboard +jumplist +persistent_undo +vertsplit
+cmdline_compl +keymap +postscript +virtualedit
+cmdline_hist +lambda +printer +visual
+cmdline_info +langmap +profile +visualextra
+comments +libcall -python +viminfo
+conceal +linebreak +python3 +vreplace
+cryptv +lispindent +quickfix +wildignore
+cscope +listcmds +reltime +wildmenu
+cursorbind +localmap +rightleft +windows
+cursorshape -lua -ruby +writebackup
+dialog_con +menu +scrollbind -X11
+diff +mksession +signs -xfontset
+digraphs +modify_fname +smartindent -xim
-dnd +mouse +startuptime -xpm
-ebcdic -mouseshape +statusline -xsmp
+emacs_tags +mouse_dec -sun_workshop -xterm_clipboard
+eval -mouse_gpm +syntax -xterm_save
+ex_extra -mouse_jsbterm +tag_binary
system vimrc file: "/opt/local/etc/vimrc"
user vimrc file: "$HOME/.vimrc"
2nd user vimrc file: "~/.vim/vimrc"
user exrc file: "$HOME/.exrc"
defaults file: "$VIMRUNTIME/defaults.vim"
fall-back for $VIM: "/opt/local/share/vim"
Compilation: /usr/bin/clang -c -I. -Iproto -DHAVE_CONFIG_H -I/opt/local/include -DMACOS_X -DMACOS_X_DARWIN -pipe -Os -arch x86_64 -U_FORTIFY_SOURCE -D_FORTIFY_SOURCE=1
Linking: /usr/bin/clang -L/opt/local/lib -Wl,-headerpad_max_install_names -arch x86_64 -o vim -lm -lncurses -liconv -lintl -framework AppKit -L/opt/local/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/config-3.6m-darwin -lpython3.6m -framework CoreFoundation
Operating System: macOS mojave 10.14.1
What went wrong
Extremely slow/laggy when running on a medium-sized Latex file. Everything becomes slow: typing, moving in normal mode, etc. When g:ale_lint_on_text_changed = 'never', this doesn't occur but that beats the point of using ALE as I want it to do the checks as I type. Could it be because of the fact that there's lots of items in the location list as shown in the ALEInfo section? :/ Please see the screenshot to better understand the issue.
Reproducing the bug
- Start vim
- Open a Latex document
- Go into insert mode and start typing
Note that I have a bunch of linters installed which are used by ALE for Latex files.
:ALEInfo
Current Filetype: tex
Available Linters: ['alex', 'chktex', 'lacheck', 'proselint', 'redpen', 'vale', 'writegood']
Linter Aliases:
'writegood' -> ['write-good']
Enabled Linters: ['alex', 'chktex', 'lacheck', 'proselint', 'redpen', 'vale', 'writegood']
Suggested Fixers:
'remove_trailing_lines' - Remove all blank lines at the end of a file.
'trim_whitespace' - Remove all trailing whitespace characters at the end of every line.
Linter Variables:
let g:ale_tex_chktex_executable = 'chktex'
let g:ale_tex_chktex_options = '-I'
let g:ale_tex_lacheck_executable = 'lacheck'
Global Variables:
let g:ale_cache_executable_check_failures = v:null
let g:ale_change_sign_column_color = 0
let g:ale_command_wrapper = ''
let g:ale_completion_delay = v:null
let g:ale_completion_enabled = 0
let g:ale_completion_max_suggestions = v:null
let g:ale_echo_cursor = 1
let g:ale_echo_msg_error_str = 'Error'
let g:ale_echo_msg_format = '%code: %%s'
let g:ale_echo_msg_info_str = 'Info'
let g:ale_echo_msg_warning_str = 'Warning'
let g:ale_enabled = 1
let g:ale_fix_on_save = 0
let g:ale_fixers = {}
let g:ale_history_enabled = 1
let g:ale_history_log_output = 1
let g:ale_keep_list_window_open = 0
let g:ale_lint_delay = 200
let g:ale_lint_on_enter = 1
let g:ale_lint_on_filetype_changed = 1
let g:ale_lint_on_insert_leave = 0
let g:ale_lint_on_save = 1
let g:ale_lint_on_text_changed = 'always'
let g:ale_linter_aliases = {}
let g:ale_linters = {}
let g:ale_linters_explicit = 0
let g:ale_list_vertical = 0
let g:ale_list_window_size = 10
let g:ale_loclist_msg_format = '%code: %%s'
let g:ale_max_buffer_history_size = 20
let g:ale_max_signs = -1
let g:ale_maximum_file_size = v:null
let g:ale_open_list = 1
let g:ale_pattern_options = v:null
let g:ale_pattern_options_enabled = v:null
let g:ale_set_balloons = 0
let g:ale_set_highlights = 1
let g:ale_set_loclist = 1
let g:ale_set_quickfix = 0
let g:ale_set_signs = 1
let g:ale_sign_column_always = 1
let g:ale_sign_error = '>>'
let g:ale_sign_info = '--'
let g:ale_sign_offset = 1000000
let g:ale_sign_style_error = '>>'
let g:ale_sign_style_warning = '--'
let g:ale_sign_warning = '--'
let g:ale_statusline_format = v:null
let g:ale_type_map = {}
let g:ale_use_global_executables = v:null
let g:ale_virtualtext_cursor = 0
let g:ale_warn_about_trailing_blank_lines = 1
let g:ale_warn_about_trailing_whitespace = 1
Command History:
(executable check - failure) vale
(finished - exit code 62) ['/bin/bash', '-c', '''write-good'' ''/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/17/main.tex''']
<<<OUTPUT STARTS>>>
In /var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/17/main.tex
=============
% Don't modify this section unless you know what you're doing!
^^^^^^
"modify" is wordy or unneeded on line 2 at column 8
-------------
mplementation details of several different models created
^^^^^^^
"several" is a weasel word on line 30 at column 46
-------------
and validation sets have been reported and is used to compare the
^^^^^^^^^^^^^
"been reported" may be passive voice on line 35 at column 36
-------------
s have been reported and is used to compare the
^^^^^^^
"is used" may be passive voice on line 35 at column 54
-------------
this assignment can be found in the Appendix.
^^^^^^^^
"be found" may be passive voice on line 37 at column 22
-------------
mean of $y_{train}$ was found to be $-9.139e^{-15}$. We then observe that the
^^^^^^^^^
"was found" may be passive voice on line 48 at column 20
-------------
y_{val}$ is not zero and it was found to be $-0.2160$. The standard
^^^^^^
"it was" is wordy or unneeded on line 49 at column 34
-------------
val}$ is not zero and it was found to be $-0.2160$. The standard
^^^^^^^^^
"was found" may be passive voice on line 49 at column 37
-------------
original population and is used to measure the precision of how
^^^^^^^
"is used" may be passive voice on line 51 at column 39
-------------
SEM from a single sample is expressed using the following: $$ \sigma_M =
^^^^^^^^^^^^
"is expressed" may be passive voice on line 54 at column 29
-------------
the population which is usually unknown, which is why we
^^^^^^^
"usually" can weaken meaning on line 56 at column 46
-------------
mptotically normal (i.e. normally
^^^^^^^^
"normally" can weaken meaning on line 60 at column 62
-------------
ng that each sample mean is considered as an independent
^^^^^^^^^^^^^
"is considered" may be passive voice on line 61 at column 43
-------------
then evaluate the error bars for the true mean $\mu$ of the population as
^^^^^^^^
"evaluate" is wordy or unneeded on line 63 at column 5
-------------
EM on the validation set was found to be $0.01290$. Using
^^^^^^^^^
"was found" may be passive voice on line 67 at column 47
-------------
this we can obtain the error bar on the estimate of the population's true mean a
^^^^^^
"obtain" is wordy or unneeded on line 68 at column 12
-------------
785 items in $y_{train}$ was found to be
^^^^^^^^^
"was found" may be passive voice on line 70 at column 58
-------------
$0.01193$ and we can obtain the error bar on the estimate of the population's tr
^^^^^^
"obtain" is wordy or unneeded on line 71 at column 21
-------------
ure~\ref{fig:q1}, it can be seen that a majority of the first 5785 values
^^^^^^^
"be seen" may be passive voice on line 82 at column 31
-------------
slice data because they are based on a small about of data as there are only 97
^^^^^^^^^
"are based" may be passive voice on line 89 at column 24
-------------
out of data as there are only 97
^^^^
"only" can weaken meaning on line 89 at column 72
-------------
me from the same person. Additionally, by simply looking at the data we
^^^^^^^^^^^^
"Additionally" can weaken meaning on line 91 at column 32
-------------
person. Additionally, by simply looking at the data we
^^^^^^
"simply" can weaken meaning on line 91 at column 49
-------------
y_{train}$ and $y_{val}$ is skewed --- with
^^^^^^^^^
"is skewed" may be passive voice on line 94 at column 61
-------------
dence intervals (CI) can be presented.
^^^^^^^^^^^^
"be presented" may be passive voice on line 97 at column 45
-------------
The input features that were identified as constants were (in 0-based Python
^^^^^^^^^^^^^^^
"were identified" may be passive voice on line 101 at column 24
-------------
the input features that were identified as
^^^^^^^^^^^^^^^
"were identified" may be passive voice on line 102 at column 62
-------------
these features were removed from the training, validation, and test sets.
^^^^^^^^^^^^
"were removed" may be passive voice on line 104 at column 15
-------------
ot the same but they are very close. When estimating
^^^^
"very" is a weasel word and can weaken meaning on line 129 at column 49
-------------
f the model OLS seeks to minimize the sum of the
^^^^^^^^
"minimize" is wordy or unneeded on line 130 at column 50
-------------
radient information. The minimize function used for
^^^^^^^^
"minimize" is wordy or unneeded on line 133 at column 54
-------------
memory.Moreover, the objective function is a convex function (i.e. the local
^^^^^^^^^
"objective" is wordy or unneeded on line 136 at column 21
-------------
in the objective function with the same parameter values provided an appropriate
^^^^^^^^^
"objective" is wordy or unneeded on line 138 at column 7
-------------
learning rate is used for the gradient descent approach. By default the `L-BFBS'
^^^^^^^
"is used" may be passive voice on line 139 at column 14
-------------
in PCA, a scree plot can be used as shown in Figure~\ref{fig:q3}. The red line
^^^^^^^
"be used" may be passive voice on line 155 at column 25
-------------
fig:q3}, we can see that approximately 56\% of the variance is
^^^^^^^^^^^^^
"approximately" can weaken meaning on line 164 at column 42
-------------
ely 56\% of the variance is
^^^^^^^^^^^
"is
captured" may be passive voice on line 164 at column 77
-------------
see that a lot of values are concentrated around (or is)
^^^^^^^^^^^^^^^^
"are concentrated" may be passive voice on line 190 at column 47
-------------
values around -0.2 and a few ranging from 0 to 1.15.
^^^
"few" is a weasel word on line 191 at column 40
-------------
majority of the values (approximately 80\%)
^^^^^^^^^^^^^
"approximately" can weaken meaning on line 218 at column 61
-------------
original dataset and the additional binary features
^^^^^^^^^^
"additional" is wordy or unneeded on line 250 at column 49
-------------
some of this information is
^^^^^^^
"is
lost" may be passive voice on line 288 at column 78
-------------
t setting the parameters are initialized with small random values, whereas
^^^^^^^^^^^^^^^
"are initialized" may be passive voice on line 297 at column 29
-------------
d setting the parameters are initialized using the fits made in the
^^^^^^^^^^^^^^^
"are initialized" may be passive voice on line 298 at column 37
-------------
ction. The model here is similar to the one in the previous section
^^^^^^^^^^
"similar to" is wordy or unneeded on line 299 at column 36
-------------
previous model these were fit ``independently'. Fitting parameters jointly
^^^^^^^^
"were fit" may be passive voice on line 301 at column 21
-------------
avoids assigning multiple features with high probabilities for a sample as in
^^^^^^^^
"multiple" is wordy or unneeded on line 302 at column 17
-------------
ation strategies. It can be seen that both initialization strategies
^^^^^^^
"be seen" may be passive voice on line 318 at column 34
-------------
$\alpha=10$). However, this is not the case in real-world machine learning
^^^^^^^
"However" is wordy or unneeded on line 329 at column 14
-------------
scenarios and usually perform a grid-search over the set of hyperparameters to
^^^^^^^
"usually" can weaken meaning on line 330 at column 14
-------------
find the ones that minimize the validation error. We could apply the same
^^^^^^^^
"minimize" is wordy or unneeded on line 331 at column 19
-------------
# Evaluate mean, standard deviation, and standard error of mean on the
^^^^^^^^
"Evaluate" is wordy or unneeded on line 426 at column 6
-------------
# Evaluate mean, standard deviation, and standard error of mean on the
^^^^^^^^
"Evaluate" is wordy or unneeded on line 434 at column 6
-------------
# Evaluate mean, standard deviation, and standard error of mean on the
^^^^^^^^
"Evaluate" is wordy or unneeded on line 440 at column 6
-------------
alpha = 10
^^^^^
"alpha" is repeated on line 548 at column 4
-------------
# Obtain PCA projection matrix
^^^^^^
"Obtain" is wordy or unneeded on line 599 at column 6
-------------
K = 10
^
"K" is repeated on line 642 at column 4
-------------
# Obtain eigenvalues and eigenvectors
^^^^^^
"Obtain" is wordy or unneeded on line 644 at column 6
-------------
V = V[:, index]
^
"V" is repeated on line 651 at column 4
-------------
ame, '../figures/q3-hist-overall.png'), dpi=300, bbox_inches="tight")
^^^^^^^
"overall" is wordy or unneeded on line 704 at column 58
-------------
References section will be created automatically
^^^^^^^^^^
"be created" may be passive voice on line 863 at column 28
-------------
Note: with this approach it is YOUR responsibility to put them in order
^^^^^
"it is" is wordy or unneeded on line 867 at column 29
<<<OUTPUT ENDS>>>
(finished - exit code 0) ['/bin/bash', '-c', 'chktex -v0 -p stdin -q -I < ''/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/18/main.tex''']
<<<OUTPUT STARTS>>>
stdin:24:26:8:Wrong length of dash may have been used.
stdin:41:13:8:Wrong length of dash may have been used.
stdin:52:60:12:Interword spacing (`\ ') should perhaps be used.
stdin:58:72:12:Interword spacing (`\ ') should perhaps be used.
stdin:60:62:12:Interword spacing (`\ ') should perhaps be used.
stdin:78:2:24:Delete this space to maintain correct pagereferences.
stdin:106:13:8:Wrong length of dash may have been used.
stdin:108:40:12:Interword spacing (`\ ') should perhaps be used.
stdin:119:2:24:Delete this space to maintain correct pagereferences.
stdin:120:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:121:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:122:49:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:125:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:136:67:12:Interword spacing (`\ ') should perhaps be used.
stdin:143:13:8:Wrong length of dash may have been used.
stdin:162:2:24:Delete this space to maintain correct pagereferences.
stdin:173:2:24:Delete this space to maintain correct pagereferences.
stdin:174:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:175:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:176:65:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:179:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:196:2:24:Delete this space to maintain correct pagereferences.
stdin:214:2:24:Delete this space to maintain correct pagereferences.
stdin:224:2:24:Delete this space to maintain correct pagereferences.
stdin:225:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:226:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:227:25:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:230:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:241:2:24:Delete this space to maintain correct pagereferences.
stdin:242:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:243:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:244:49:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:245:62:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:259:13:8:Wrong length of dash may have been used.
stdin:273:2:24:Delete this space to maintain correct pagereferences.
stdin:274:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:275:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:276:49:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:277:78:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:292:13:8:Wrong length of dash may have been used.
stdin:300:46:12:Interword spacing (`\ ') should perhaps be used.
stdin:308:2:24:Delete this space to maintain correct pagereferences.
stdin:309:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:310:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:311:64:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:312:54:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:313:65:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:323:13:8:Wrong length of dash may have been used.
stdin:326:24:12:Interword spacing (`\ ') should perhaps be used.
stdin:328:52:12:Interword spacing (`\ ') should perhaps be used.
stdin:338:23:36:You should put a space in front of parenthesis.
stdin:339:5:18:Use either `` or '' as an alternative to `"'.
stdin:339:6:18:Use either `` or '' as an alternative to `"'.
stdin:339:7:18:Use either `` or '' as an alternative to `"'.
stdin:342:37:36:You should put a space in front of parenthesis.
stdin:347:14:36:You should put a space in front of parenthesis.
stdin:347:23:36:You should put a space in front of parenthesis.
stdin:347:36:8:Wrong length of dash may have been used.
stdin:347:60:36:You should put a space in front of parenthesis.
stdin:357:5:18:Use either `` or '' as an alternative to `"'.
stdin:357:6:18:Use either `` or '' as an alternative to `"'.
stdin:357:7:18:Use either `` or '' as an alternative to `"'.
stdin:360:21:36:You should put a space in front of parenthesis.
stdin:360:34:36:You should put a space in front of parenthesis.
stdin:361:27:36:You should put a space in front of parenthesis.
stdin:364:15:36:You should put a space in front of parenthesis.
stdin:372:19:36:You should put a space in front of parenthesis.
stdin:372:32:36:You should put a space in front of parenthesis.
stdin:375:19:36:You should put a space in front of parenthesis.
stdin:375:28:36:You should put a space in front of parenthesis.
stdin:378:22:36:You should put a space in front of parenthesis.
stdin:378:41:36:You should put a space in front of parenthesis.
stdin:379:19:36:You should put a space in front of parenthesis.
stdin:379:29:36:You should put a space in front of parenthesis.
stdin:382:18:36:You should put a space in front of parenthesis.
stdin:385:24:36:You should put a space in front of parenthesis.
stdin:389:11:36:You should put a space in front of parenthesis.
stdin:392:17:36:You should put a space in front of parenthesis.
stdin:396:20:36:You should put a space in front of parenthesis.
stdin:397:34:36:You should put a space in front of parenthesis.
stdin:400:16:18:Use either `` or '' as an alternative to `"'.
stdin:400:25:18:Use either `` or '' as an alternative to `"'.
stdin:401:12:18:Use either `` or '' as an alternative to `"'.
stdin:401:25:36:You should put a space in front of parenthesis.
stdin:401:27:11:You should use \ldots to achieve an ellipsis.
stdin:401:32:18:Use either `` or '' as an alternative to `"'.
stdin:402:30:36:You should put a space in front of parenthesis.
stdin:403:28:36:You should put a space in front of parenthesis.
stdin:404:19:36:You should put a space in front of parenthesis.
stdin:422:10:36:You should put a space in front of parenthesis.
stdin:422:11:18:Use either `` or '' as an alternative to `"'.
stdin:422:27:18:Use either `` or '' as an alternative to `"'.
stdin:423:10:36:You should put a space in front of parenthesis.
stdin:423:11:18:Use either `` or '' as an alternative to `"'.
stdin:423:25:18:Use either `` or '' as an alternative to `"'.
stdin:424:10:36:You should put a space in front of parenthesis.
stdin:424:11:18:Use either `` or '' as an alternative to `"'.
stdin:424:27:18:Use either `` or '' as an alternative to `"'.
stdin:429:27:36:You should put a space in front of parenthesis.
stdin:430:25:36:You should put a space in front of parenthesis.
stdin:431:38:36:You should put a space in front of parenthesis.
stdin:432:63:36:You should put a space in front of parenthesis.
stdin:436:34:36:You should put a space in front of parenthesis.
stdin:437:32:36:You should put a space in front of parenthesis.
stdin:438:52:36:You should put a space in front of parenthesis.
stdin:443:25:36:You should put a space in front of parenthesis.
stdin:444:23:36:You should put a space in front of parenthesis.
stdin:445:34:36:You should put a space in front of parenthesis.
stdin:448:10:36:You should put a space in front of parenthesis.
stdin:448:11:18:Use either `` or '' as an alternative to `"'.
stdin:448:31:18:Use either `` or '' as an alternative to `"'.
stdin:448:39:36:You should put a space in front of parenthesis.
stdin:449:10:36:You should put a space in front of parenthesis.
stdin:449:11:18:Use either `` or '' as an alternative to `"'.
stdin:449:36:18:Use either `` or '' as an alternative to `"'.
stdin:449:44:36:You should put a space in front of parenthesis.
stdin:450:10:36:You should put a space in front of parenthesis.
stdin:450:11:18:Use either `` or '' as an alternative to `"'.
stdin:450:34:18:Use either `` or '' as an alternative to `"'.
stdin:450:42:36:You should put a space in front of parenthesis.
stdin:451:10:36:You should put a space in front of parenthesis.
stdin:451:11:18:Use either `` or '' as an alternative to `"'.
stdin:451:27:18:Use either `` or '' as an alternative to `"'.
stdin:451:35:36:You should put a space in front of parenthesis.
stdin:452:10:36:You should put a space in front of parenthesis.
stdin:452:11:18:Use either `` or '' as an alternative to `"'.
stdin:452:29:18:Use either `` or '' as an alternative to `"'.
stdin:452:37:36:You should put a space in front of parenthesis.
stdin:454:10:36:You should put a space in front of parenthesis.
stdin:454:11:18:Use either `` or '' as an alternative to `"'.
stdin:454:38:18:Use either `` or '' as an alternative to `"'.
stdin:454:46:36:You should put a space in front of parenthesis.
stdin:455:10:36:You should put a space in front of parenthesis.
stdin:455:11:18:Use either `` or '' as an alternative to `"'.
stdin:455:41:18:Use either `` or '' as an alternative to `"'.
stdin:455:49:36:You should put a space in front of parenthesis.
stdin:456:10:36:You should put a space in front of parenthesis.
stdin:456:11:18:Use either `` or '' as an alternative to `"'.
stdin:456:34:18:Use either `` or '' as an alternative to `"'.
stdin:456:42:36:You should put a space in front of parenthesis.
stdin:457:10:36:You should put a space in front of parenthesis.
stdin:457:11:18:Use either `` or '' as an alternative to `"'.
stdin:457:36:18:Use either `` or '' as an alternative to `"'.
stdin:457:44:36:You should put a space in front of parenthesis.
stdin:459:10:36:You should put a space in front of parenthesis.
stdin:459:11:18:Use either `` or '' as an alternative to `"'.
stdin:459:29:18:Use either `` or '' as an alternative to `"'.
stdin:459:37:36:You should put a space in front of parenthesis.
stdin:460:10:36:You should put a space in front of parenthesis.
stdin:460:11:18:Use either `` or '' as an alternative to `"'.
stdin:460:26:18:Use either `` or '' as an alternative to `"'.
stdin:460:34:36:You should put a space in front of parenthesis.
stdin:461:10:36:You should put a space in front of parenthesis.
stdin:461:11:18:Use either `` or '' as an alternative to `"'.
stdin:461:25:18:Use either `` or '' as an alternative to `"'.
stdin:461:33:36:You should put a space in front of parenthesis.
stdin:462:10:36:You should put a space in front of parenthesis.
stdin:462:11:18:Use either `` or '' as an alternative to `"'.
stdin:462:27:18:Use either `` or '' as an alternative to `"'.
stdin:462:35:36:You should put a space in front of parenthesis.
stdin:464:18:36:You should put a space in front of parenthesis.
stdin:465:21:36:You should put a space in front of parenthesis.
stdin:465:30:36:You should put a space in front of parenthesis.
stdin:467:26:36:You should put a space in front of parenthesis.
stdin:468:15:36:You should put a space in front of parenthesis.
stdin:469:13:36:You should put a space in front of parenthesis.
stdin:469:33:18:Use either `` or '' as an alternative to `"'.
stdin:469:34:18:Use either `` or '' as an alternative to `"'.
stdin:469:44:18:Use either `` or '' as an alternative to `"'.
stdin:469:46:18:Use either `` or '' as an alternative to `"'.
stdin:470:19:36:You should put a space in front of parenthesis.
stdin:470:20:18:Use either `` or '' as an alternative to `"'.
stdin:470:34:18:Use either `` or '' as an alternative to `"'.
stdin:471:19:36:You should put a space in front of parenthesis.
stdin:471:20:18:Use either `` or '' as an alternative to `"'.
stdin:471:37:18:Use either `` or '' as an alternative to `"'.
stdin:472:17:36:You should put a space in front of parenthesis.
stdin:474:26:36:You should put a space in front of parenthesis.
stdin:475:15:36:You should put a space in front of parenthesis.
stdin:476:13:36:You should put a space in front of parenthesis.
stdin:476:31:18:Use either `` or '' as an alternative to `"'.
stdin:476:32:18:Use either `` or '' as an alternative to `"'.
stdin:476:42:18:Use either `` or '' as an alternative to `"'.
stdin:476:44:18:Use either `` or '' as an alternative to `"'.
stdin:477:19:36:You should put a space in front of parenthesis.
stdin:477:20:18:Use either `` or '' as an alternative to `"'.
stdin:477:34:18:Use either `` or '' as an alternative to `"'.
stdin:478:19:36:You should put a space in front of parenthesis.
stdin:478:20:18:Use either `` or '' as an alternative to `"'.
stdin:478:35:18:Use either `` or '' as an alternative to `"'.
stdin:479:17:36:You should put a space in front of parenthesis.
stdin:481:15:36:You should put a space in front of parenthesis.
stdin:482:16:36:You should put a space in front of parenthesis.
stdin:482:29:36:You should put a space in front of parenthesis.
stdin:482:82:18:Use either `` or '' as an alternative to `"'.
stdin:482:88:18:Use either `` or '' as an alternative to `"'.
stdin:488:10:36:You should put a space in front of parenthesis.
stdin:488:11:18:Use either `` or '' as an alternative to `"'.
stdin:488:27:18:Use either `` or '' as an alternative to `"'.
stdin:489:10:36:You should put a space in front of parenthesis.
stdin:489:11:18:Use either `` or '' as an alternative to `"'.
stdin:489:25:18:Use either `` or '' as an alternative to `"'.
stdin:490:10:36:You should put a space in front of parenthesis.
stdin:490:11:18:Use either `` or '' as an alternative to `"'.
stdin:490:27:18:Use either `` or '' as an alternative to `"'.
stdin:493:10:36:You should put a space in front of parenthesis.
stdin:493:11:18:Use either `` or '' as an alternative to `"'.
stdin:493:29:18:Use either `` or '' as an alternative to `"'.
stdin:493:37:36:You should put a space in front of parenthesis.
stdin:494:10:36:You should put a space in front of parenthesis.
stdin:494:11:18:Use either `` or '' as an alternative to `"'.
stdin:494:27:18:Use either `` or '' as an alternative to `"'.
stdin:494:35:36:You should put a space in front of parenthesis.
stdin:495:10:36:You should put a space in front of parenthesis.
stdin:495:11:18:Use either `` or '' as an alternative to `"'.
stdin:495:30:18:Use either `` or '' as an alternative to `"'.
stdin:495:38:36:You should put a space in front of parenthesis.
stdin:496:38:36:You should put a space in front of parenthesis.
stdin:496:60:26:You ought to remove spaces in front of punctuation.
stdin:497:46:36:You should put a space in front of parenthesis.
stdin:498:36:36:You should put a space in front of parenthesis.
stdin:498:54:26:You ought to remove spaces in front of punctuation.
stdin:499:44:36:You should put a space in front of parenthesis.
stdin:500:37:36:You should put a space in front of parenthesis.
stdin:500:57:26:You ought to remove spaces in front of punctuation.
stdin:501:45:36:You should put a space in front of parenthesis.
stdin:504:58:36:You should put a space in front of parenthesis.
stdin:505:53:36:You should put a space in front of parenthesis.
stdin:507:10:36:You should put a space in front of parenthesis.
stdin:507:11:18:Use either `` or '' as an alternative to `"'.
stdin:507:41:18:Use either `` or '' as an alternative to `"'.
stdin:507:49:36:You should put a space in front of parenthesis.
stdin:508:10:36:You should put a space in front of parenthesis.
stdin:508:11:18:Use either `` or '' as an alternative to `"'.
stdin:508:39:18:Use either `` or '' as an alternative to `"'.
stdin:508:47:36:You should put a space in front of parenthesis.
stdin:509:10:36:You should put a space in front of parenthesis.
stdin:509:11:18:Use either `` or '' as an alternative to `"'.
stdin:509:40:18:Use either `` or '' as an alternative to `"'.
stdin:509:48:36:You should put a space in front of parenthesis.
stdin:510:10:36:You should put a space in front of parenthesis.
stdin:510:11:18:Use either `` or '' as an alternative to `"'.
stdin:510:44:18:Use either `` or '' as an alternative to `"'.
stdin:510:52:36:You should put a space in front of parenthesis.
stdin:513:26:36:You should put a space in front of parenthesis.
stdin:514:24:36:You should put a space in front of parenthesis.
stdin:515:25:36:You should put a space in front of parenthesis.
stdin:516:10:36:You should put a space in front of parenthesis.
stdin:516:11:18:Use either `` or '' as an alternative to `"'.
stdin:516:37:18:Use either `` or '' as an alternative to `"'.
stdin:516:45:36:You should put a space in front of parenthesis.
stdin:517:10:36:You should put a space in front of parenthesis.
stdin:517:11:18:Use either `` or '' as an alternative to `"'.
stdin:517:35:18:Use either `` or '' as an alternative to `"'.
stdin:517:43:36:You should put a space in front of parenthesis.
stdin:518:10:36:You should put a space in front of parenthesis.
stdin:518:11:18:Use either `` or '' as an alternative to `"'.
stdin:518:38:18:Use either `` or '' as an alternative to `"'.
stdin:518:46:36:You should put a space in front of parenthesis.
stdin:522:19:36:You should put a space in front of parenthesis.
stdin:523:23:36:You should put a space in front of parenthesis.
stdin:524:30:36:You should put a space in front of parenthesis.
stdin:525:49:36:You should put a space in front of parenthesis.
stdin:526:10:36:You should put a space in front of parenthesis.
stdin:526:11:18:Use either `` or '' as an alternative to `"'.
stdin:526:42:18:Use either `` or '' as an alternative to `"'.
stdin:526:50:36:You should put a space in front of parenthesis.
stdin:528:34:36:You should put a space in front of parenthesis.
stdin:528:44:36:You should put a space in front of parenthesis.
stdin:529:10:36:You should put a space in front of parenthesis.
stdin:529:11:18:Use either `` or '' as an alternative to `"'.
stdin:529:33:18:Use either `` or '' as an alternative to `"'.
stdin:529:41:36:You should put a space in front of parenthesis.
stdin:531:24:36:You should put a space in front of parenthesis.
stdin:532:22:36:You should put a space in front of parenthesis.
stdin:533:23:36:You should put a space in front of parenthesis.
stdin:535:10:36:You should put a space in front of parenthesis.
stdin:535:11:18:Use either `` or '' as an alternative to `"'.
stdin:535:37:18:Use either `` or '' as an alternative to `"'.
stdin:535:45:36:You should put a space in front of parenthesis.
stdin:536:10:36:You should put a space in front of parenthesis.
stdin:536:11:18:Use either `` or '' as an alternative to `"'.
stdin:536:35:18:Use either `` or '' as an alternative to `"'.
stdin:536:43:36:You should put a space in front of parenthesis.
stdin:537:10:36:You should put a space in front of parenthesis.
stdin:537:11:18:Use either `` or '' as an alternative to `"'.
stdin:537:38:18:Use either `` or '' as an alternative to `"'.
stdin:537:46:36:You should put a space in front of parenthesis.
stdin:543:10:36:You should put a space in front of parenthesis.
stdin:543:11:18:Use either `` or '' as an alternative to `"'.
stdin:543:27:18:Use either `` or '' as an alternative to `"'.
stdin:544:10:36:You should put a space in front of parenthesis.
stdin:544:11:18:Use either `` or '' as an alternative to `"'.
stdin:544:24:18:Use either `` or '' as an alternative to `"'.
stdin:545:10:36:You should put a space in front of parenthesis.
stdin:545:11:18:Use either `` or '' as an alternative to `"'.
stdin:545:27:18:Use either `` or '' as an alternative to `"'.
stdin:551:25:36:You should put a space in front of parenthesis.
stdin:554:46:36:You should put a space in front of parenthesis.
stdin:555:26:36:You should put a space in front of parenthesis.
stdin:559:30:36:You should put a space in front of parenthesis.
stdin:559:39:36:You should put a space in front of parenthesis.
stdin:560:30:36:You should put a space in front of parenthesis.
stdin:560:40:8:Wrong length of dash may have been used.
stdin:560:48:36:You should put a space in front of parenthesis.
stdin:561:31:36:You should put a space in front of parenthesis.
stdin:562:10:36:You should put a space in front of parenthesis.
stdin:562:11:18:Use either `` or '' as an alternative to `"'.
stdin:562:36:13:Intersentence spacing (`\@') should perhaps be used.
stdin:562:40:18:Use either `` or '' as an alternative to `"'.
stdin:562:48:36:You should put a space in front of parenthesis.
stdin:565:28:36:You should put a space in front of parenthesis.
stdin:565:37:36:You should put a space in front of parenthesis.
stdin:566:28:36:You should put a space in front of parenthesis.
stdin:566:36:8:Wrong length of dash may have been used.
stdin:566:44:36:You should put a space in front of parenthesis.
stdin:567:29:36:You should put a space in front of parenthesis.
stdin:568:10:36:You should put a space in front of parenthesis.
stdin:568:11:18:Use either `` or '' as an alternative to `"'.
stdin:568:34:13:Intersentence spacing (`\@') should perhaps be used.
stdin:568:40:18:Use either `` or '' as an alternative to `"'.
stdin:568:48:36:You should put a space in front of parenthesis.
stdin:572:32:36:You should put a space in front of parenthesis.
stdin:572:41:36:You should put a space in front of parenthesis.
stdin:573:32:36:You should put a space in front of parenthesis.
stdin:573:42:8:Wrong length of dash may have been used.
stdin:573:50:36:You should put a space in front of parenthesis.
stdin:574:33:36:You should put a space in front of parenthesis.
stdin:575:10:36:You should put a space in front of parenthesis.
stdin:575:11:18:Use either `` or '' as an alternative to `"'.
stdin:575:41:13:Intersentence spacing (`\@') should perhaps be used.
stdin:575:45:18:Use either `` or '' as an alternative to `"'.
stdin:575:53:36:You should put a space in front of parenthesis.
stdin:578:30:36:You should put a space in front of parenthesis.
stdin:578:39:36:You should put a space in front of parenthesis.
stdin:579:30:36:You should put a space in front of parenthesis.
stdin:579:38:8:Wrong length of dash may have been used.
stdin:579:46:36:You should put a space in front of parenthesis.
stdin:580:31:36:You should put a space in front of parenthesis.
stdin:581:10:36:You should put a space in front of parenthesis.
stdin:581:11:18:Use either `` or '' as an alternative to `"'.
stdin:581:39:13:Intersentence spacing (`\@') should perhaps be used.
stdin:581:45:18:Use either `` or '' as an alternative to `"'.
stdin:581:53:36:You should put a space in front of parenthesis.
stdin:587:10:36:You should put a space in front of parenthesis.
stdin:587:11:18:Use either `` or '' as an alternative to `"'.
stdin:587:27:18:Use either `` or '' as an alternative to `"'.
stdin:588:10:36:You should put a space in front of parenthesis.
stdin:588:11:18:Use either `` or '' as an alternative to `"'.
stdin:588:25:18:Use either `` or '' as an alternative to `"'.
stdin:589:10:36:You should put a space in front of parenthesis.
stdin:589:11:18:Use either `` or '' as an alternative to `"'.
stdin:589:27:18:Use either `` or '' as an alternative to `"'.
stdin:592:25:36:You should put a space in front of parenthesis.
stdin:593:23:36:You should put a space in front of parenthesis.
stdin:596:26:8:Wrong length of dash may have been used.
stdin:597:22:8:Wrong length of dash may have been used.
stdin:600:20:36:You should put a space in front of parenthesis.
stdin:603:25:36:You should put a space in front of parenthesis.
stdin:603:42:26:You ought to remove spaces in front of punctuation.
stdin:604:23:36:You should put a space in front of parenthesis.
stdin:604:38:26:You ought to remove spaces in front of punctuation.
stdin:607:26:36:You should put a space in front of parenthesis.
stdin:607:43:26:You ought to remove spaces in front of punctuation.
stdin:608:24:36:You should put a space in front of parenthesis.
stdin:608:39:26:You ought to remove spaces in front of punctuation.
stdin:611:29:36:You should put a space in front of parenthesis.
stdin:612:30:36:You should put a space in front of parenthesis.
stdin:617:33:36:You should put a space in front of parenthesis.
stdin:617:42:36:You should put a space in front of parenthesis.
stdin:618:33:36:You should put a space in front of parenthesis.
stdin:618:43:8:Wrong length of dash may have been used.
stdin:618:51:36:You should put a space in front of parenthesis.
stdin:619:34:36:You should put a space in front of parenthesis.
stdin:620:10:36:You should put a space in front of parenthesis.
stdin:620:11:18:Use either `` or '' as an alternative to `"'.
stdin:620:47:18:Use either `` or '' as an alternative to `"'.
stdin:620:55:36:You should put a space in front of parenthesis.
stdin:623:31:36:You should put a space in front of parenthesis.
stdin:623:40:36:You should put a space in front of parenthesis.
stdin:624:31:36:You should put a space in front of parenthesis.
stdin:624:39:8:Wrong length of dash may have been used.
stdin:624:47:36:You should put a space in front of parenthesis.
stdin:625:32:36:You should put a space in front of parenthesis.
stdin:626:10:36:You should put a space in front of parenthesis.
stdin:626:11:18:Use either `` or '' as an alternative to `"'.
stdin:626:47:18:Use either `` or '' as an alternative to `"'.
stdin:626:55:36:You should put a space in front of parenthesis.
stdin:629:33:36:You should put a space in front of parenthesis.
stdin:629:42:36:You should put a space in front of parenthesis.
stdin:630:33:36:You should put a space in front of parenthesis.
stdin:630:43:8:Wrong length of dash may have been used.
stdin:630:51:36:You should put a space in front of parenthesis.
stdin:631:34:36:You should put a space in front of parenthesis.
stdin:632:10:36:You should put a space in front of parenthesis.
stdin:632:11:18:Use either `` or '' as an alternative to `"'.
stdin:632:48:18:Use either `` or '' as an alternative to `"'.
stdin:632:56:36:You should put a space in front of parenthesis.
stdin:635:31:36:You should put a space in front of parenthesis.
stdin:635:40:36:You should put a space in front of parenthesis.
stdin:636:31:36:You should put a space in front of parenthesis.
stdin:636:39:8:Wrong length of dash may have been used.
stdin:636:47:36:You should put a space in front of parenthesis.
stdin:637:32:36:You should put a space in front of parenthesis.
stdin:638:10:36:You should put a space in front of parenthesis.
stdin:638:11:18:Use either `` or '' as an alternative to `"'.
stdin:638:48:18:Use either `` or '' as an alternative to `"'.
stdin:638:56:36:You should put a space in front of parenthesis.
stdin:645:25:36:You should put a space in front of parenthesis.
stdin:645:32:36:You should put a space in front of parenthesis.
stdin:648:23:36:You should put a space in front of parenthesis.
stdin:653:19:36:You should put a space in front of parenthesis.
stdin:655:39:36:You should put a space in front of parenthesis.
stdin:657:21:36:You should put a space in front of parenthesis.
stdin:657:30:36:You should put a space in front of parenthesis.
stdin:658:13:36:You should put a space in front of parenthesis.
stdin:658:31:18:Use either `` or '' as an alternative to `"'.
stdin:658:34:18:Use either `` or '' as an alternative to `"'.
stdin:658:43:18:Use either `` or '' as an alternative to `"'.
stdin:658:66:18:Use either `` or '' as an alternative to `"'.
stdin:659:13:36:You should put a space in front of parenthesis.
stdin:659:42:18:Use either `` or '' as an alternative to `"'.
stdin:659:45:18:Use either `` or '' as an alternative to `"'.
stdin:659:54:18:Use either `` or '' as an alternative to `"'.
stdin:659:74:18:Use either `` or '' as an alternative to `"'.
stdin:660:19:36:You should put a space in front of parenthesis.
stdin:661:18:36:You should put a space in front of parenthesis.
stdin:662:18:36:You should put a space in front of parenthesis.
stdin:663:15:36:You should put a space in front of parenthesis.
stdin:663:16:18:Use either `` or '' as an alternative to `"'.
stdin:663:47:18:Use either `` or '' as an alternative to `"'.
stdin:664:15:36:You should put a space in front of parenthesis.
stdin:664:16:18:Use either `` or '' as an alternative to `"'.
stdin:664:25:18:Use either `` or '' as an alternative to `"'.
stdin:665:16:36:You should put a space in front of parenthesis.
stdin:665:17:18:Use either `` or '' as an alternative to `"'.
stdin:665:28:18:Use either `` or '' as an alternative to `"'.
stdin:666:15:36:You should put a space in front of parenthesis.
stdin:667:16:36:You should put a space in front of parenthesis.
stdin:667:29:36:You should put a space in front of parenthesis.
stdin:667:82:18:Use either `` or '' as an alternative to `"'.
stdin:667:88:18:Use either `` or '' as an alternative to `"'.
stdin:673:10:36:You should put a space in front of parenthesis.
stdin:673:11:18:Use either `` or '' as an alternative to `"'.
stdin:673:27:18:Use either `` or '' as an alternative to `"'.
stdin:674:10:36:You should put a space in front of parenthesis.
stdin:674:11:18:Use either `` or '' as an alternative to `"'.
stdin:674:25:18:Use either `` or '' as an alternative to `"'.
stdin:675:10:36:You should put a space in front of parenthesis.
stdin:675:11:18:Use either `` or '' as an alternative to `"'.
stdin:675:27:18:Use either `` or '' as an alternative to `"'.
stdin:679:21:36:You should put a space in front of parenthesis.
stdin:679:30:36:You should put a space in front of parenthesis.
stdin:680:13:36:You should put a space in front of parenthesis.
stdin:680:40:36:You should put a space in front of parenthesis.
stdin:680:44:36:You should put a space in front of parenthesis.
stdin:680:64:36:You should put a space in front of parenthesis.
stdin:681:15:36:You should put a space in front of parenthesis.
stdin:681:16:18:Use either `` or '' as an alternative to `"'.
stdin:681:26:18:Use either `` or '' as an alternative to `"'.
stdin:682:15:36:You should put a space in front of parenthesis.
stdin:682:16:18:Use either `` or '' as an alternative to `"'.
stdin:682:39:18:Use either `` or '' as an alternative to `"'.
stdin:683:16:36:You should put a space in front of parenthesis.
stdin:683:29:36:You should put a space in front of parenthesis.
stdin:683:89:18:Use either `` or '' as an alternative to `"'.
stdin:683:95:18:Use either `` or '' as an alternative to `"'.
stdin:686:21:36:You should put a space in front of parenthesis.
stdin:686:30:36:You should put a space in front of parenthesis.
stdin:687:13:36:You should put a space in front of parenthesis.
stdin:687:40:36:You should put a space in front of parenthesis.
stdin:687:44:36:You should put a space in front of parenthesis.
stdin:687:64:36:You should put a space in front of parenthesis.
stdin:688:15:36:You should put a space in front of parenthesis.
stdin:688:16:18:Use either `` or '' as an alternative to `"'.
stdin:688:26:18:Use either `` or '' as an alternative to `"'.
stdin:689:15:36:You should put a space in front of parenthesis.
stdin:689:16:18:Use either `` or '' as an alternative to `"'.
stdin:689:40:18:Use either `` or '' as an alternative to `"'.
stdin:690:16:36:You should put a space in front of parenthesis.
stdin:690:29:36:You should put a space in front of parenthesis.
stdin:690:90:18:Use either `` or '' as an alternative to `"'.
stdin:690:96:18:Use either `` or '' as an alternative to `"'.
stdin:693:21:36:You should put a space in front of parenthesis.
stdin:693:30:36:You should put a space in front of parenthesis.
stdin:694:13:36:You should put a space in front of parenthesis.
stdin:694:40:36:You should put a space in front of parenthesis.
stdin:694:44:36:You should put a space in front of parenthesis.
stdin:694:64:36:You should put a space in front of parenthesis.
stdin:695:15:36:You should put a space in front of parenthesis.
stdin:695:16:18:Use either `` or '' as an alternative to `"'.
stdin:695:26:18:Use either `` or '' as an alternative to `"'.
stdin:696:15:36:You should put a space in front of parenthesis.
stdin:696:16:18:Use either `` or '' as an alternative to `"'.
stdin:696:40:18:Use either `` or '' as an alternative to `"'.
stdin:697:16:36:You should put a space in front of parenthesis.
stdin:697:29:36:You should put a space in front of parenthesis.
stdin:697:90:18:Use either `` or '' as an alternative to `"'.
stdin:697:96:18:Use either `` or '' as an alternative to `"'.
stdin:699:21:36:You should put a space in front of parenthesis.
stdin:699:30:36:You should put a space in front of parenthesis.
stdin:700:13:36:You should put a space in front of parenthesis.
stdin:700:29:36:You should put a space in front of parenthesis.
stdin:700:44:36:You should put a space in front of parenthesis.
stdin:700:48:36:You should put a space in front of parenthesis.
stdin:700:64:36:You should put a space in front of parenthesis.
stdin:700:72:36:You should put a space in front of parenthesis.
stdin:700:88:36:You should put a space in front of parenthesis.
stdin:701:15:36:You should put a space in front of parenthesis.
stdin:701:16:18:Use either `` or '' as an alternative to `"'.
stdin:701:26:18:Use either `` or '' as an alternative to `"'.
stdin:702:15:36:You should put a space in front of parenthesis.
stdin:702:16:18:Use either `` or '' as an alternative to `"'.
stdin:702:46:18:Use either `` or '' as an alternative to `"'.
stdin:703:15:36:You should put a space in front of parenthesis.
stdin:704:16:36:You should put a space in front of parenthesis.
stdin:704:29:36:You should put a space in front of parenthesis.
stdin:704:95:18:Use either `` or '' as an alternative to `"'.
stdin:704:101:18:Use either `` or '' as an alternative to `"'.
stdin:707:31:36:You should put a space in front of parenthesis.
stdin:707:53:36:You should put a space in front of parenthesis.
stdin:708:30:36:You should put a space in front of parenthesis.
stdin:708:56:36:You should put a space in front of parenthesis.
stdin:710:10:36:You should put a space in front of parenthesis.
stdin:710:11:18:Use either `` or '' as an alternative to `"'.
stdin:710:31:18:Use either `` or '' as an alternative to `"'.
stdin:710:39:36:You should put a space in front of parenthesis.
stdin:711:10:36:You should put a space in front of parenthesis.
stdin:711:11:18:Use either `` or '' as an alternative to `"'.
stdin:711:35:18:Use either `` or '' as an alternative to `"'.
stdin:711:43:36:You should put a space in front of parenthesis.
stdin:713:22:26:You ought to remove spaces in front of punctuation.
stdin:713:39:36:You should put a space in front of parenthesis.
stdin:715:25:36:You should put a space in front of parenthesis.
stdin:716:23:36:You should put a space in front of parenthesis.
stdin:717:10:36:You should put a space in front of parenthesis.
stdin:717:11:18:Use either `` or '' as an alternative to `"'.
stdin:717:39:18:Use either `` or '' as an alternative to `"'.
stdin:717:47:36:You should put a space in front of parenthesis.
stdin:720:29:36:You should put a space in front of parenthesis.
stdin:724:34:36:You should put a space in front of parenthesis.
stdin:724:43:36:You should put a space in front of parenthesis.
stdin:725:34:36:You should put a space in front of parenthesis.
stdin:725:44:8:Wrong length of dash may have been used.
stdin:725:52:36:You should put a space in front of parenthesis.
stdin:726:35:36:You should put a space in front of parenthesis.
stdin:727:10:36:You should put a space in front of parenthesis.
stdin:727:11:18:Use either `` or '' as an alternative to `"'.
stdin:727:36:13:Intersentence spacing (`\@') should perhaps be used.
stdin:727:40:18:Use either `` or '' as an alternative to `"'.
stdin:727:48:36:You should put a space in front of parenthesis.
stdin:730:32:36:You should put a space in front of parenthesis.
stdin:730:41:36:You should put a space in front of parenthesis.
stdin:731:32:36:You should put a space in front of parenthesis.
stdin:731:40:8:Wrong length of dash may have been used.
stdin:731:48:36:You should put a space in front of parenthesis.
stdin:732:33:36:You should put a space in front of parenthesis.
stdin:733:10:36:You should put a space in front of parenthesis.
stdin:733:11:18:Use either `` or '' as an alternative to `"'.
stdin:733:34:13:Intersentence spacing (`\@') should perhaps be used.
stdin:733:40:18:Use either `` or '' as an alternative to `"'.
stdin:733:48:36:You should put a space in front of parenthesis.
stdin:739:10:36:You should put a space in front of parenthesis.
stdin:739:11:18:Use either `` or '' as an alternative to `"'.
stdin:739:27:18:Use either `` or '' as an alternative to `"'.
stdin:740:10:36:You should put a space in front of parenthesis.
stdin:740:11:18:Use either `` or '' as an alternative to `"'.
stdin:740:24:18:Use either `` or '' as an alternative to `"'.
stdin:741:10:36:You should put a space in front of parenthesis.
stdin:741:11:18:Use either `` or '' as an alternative to `"'.
stdin:741:27:18:Use either `` or '' as an alternative to `"'.
stdin:743:16:36:You should put a space in front of parenthesis.
stdin:744:16:36:You should put a space in front of parenthesis.
stdin:745:18:36:You should put a space in front of parenthesis.
stdin:746:29:36:You should put a space in front of parenthesis.
stdin:754:21:36:You should put a space in front of parenthesis.
stdin:757:20:36:You should put a space in front of parenthesis.
stdin:759:43:36:You should put a space in front of parenthesis.
stdin:762:32:36:You should put a space in front of parenthesis.
stdin:768:25:36:You should put a space in front of parenthesis.
stdin:768:34:36:You should put a space in front of parenthesis.
stdin:771:21:36:You should put a space in front of parenthesis.
stdin:771:32:36:You should put a space in front of parenthesis.
stdin:771:40:36:You should put a space in front of parenthesis.
stdin:777:23:36:You should put a space in front of parenthesis.
stdin:777:32:36:You should put a space in front of parenthesis.
stdin:780:19:36:You should put a space in front of parenthesis.
stdin:780:30:36:You should put a space in front of parenthesis.
stdin:780:38:36:You should put a space in front of parenthesis.
stdin:783:27:36:You should put a space in front of parenthesis.
stdin:787:34:36:You should put a space in front of parenthesis.
stdin:787:43:36:You should put a space in front of parenthesis.
stdin:788:34:36:You should put a space in front of parenthesis.
stdin:788:44:8:Wrong length of dash may have been used.
stdin:788:52:36:You should put a space in front of parenthesis.
stdin:789:35:36:You should put a space in front of parenthesis.
stdin:790:10:36:You should put a space in front of parenthesis.
stdin:790:11:18:Use either `` or '' as an alternative to `"'.
stdin:790:36:13:Intersentence spacing (`\@') should perhaps be used.
stdin:790:40:18:Use either `` or '' as an alternative to `"'.
stdin:790:48:36:You should put a space in front of parenthesis.
stdin:793:32:36:You should put a space in front of parenthesis.
stdin:793:41:36:You should put a space in front of parenthesis.
stdin:794:32:36:You should put a space in front of parenthesis.
stdin:794:40:8:Wrong length of dash may have been used.
stdin:794:48:36:You should put a space in front of parenthesis.
stdin:795:33:36:You should put a space in front of parenthesis.
stdin:796:10:36:You should put a space in front of parenthesis.
stdin:796:11:18:Use either `` or '' as an alternative to `"'.
stdin:796:34:13:Intersentence spacing (`\@') should perhaps be used.
stdin:796:40:18:Use either `` or '' as an alternative to `"'.
stdin:796:48:36:You should put a space in front of parenthesis.
stdin:802:10:36:You should put a space in front of parenthesis.
stdin:802:11:18:Use either `` or '' as an alternative to `"'.
stdin:802:27:18:Use either `` or '' as an alternative to `"'.
stdin:803:10:36:You should put a space in front of parenthesis.
stdin:803:11:18:Use either `` or '' as an alternative to `"'.
stdin:803:24:18:Use either `` or '' as an alternative to `"'.
stdin:804:10:36:You should put a space in front of parenthesis.
stdin:804:11:18:Use either `` or '' as an alternative to `"'.
stdin:804:27:18:Use either `` or '' as an alternative to `"'.
stdin:811:19:36:You should put a space in front of parenthesis.
stdin:815:34:36:You should put a space in front of parenthesis.
stdin:815:45:36:You should put a space in front of parenthesis.
stdin:817:23:36:You should put a space in front of parenthesis.
stdin:819:33:36:You should put a space in front of parenthesis.
stdin:819:46:36:You should put a space in front of parenthesis.
stdin:821:23:36:You should put a space in front of parenthesis.
stdin:824:26:36:You should put a space in front of parenthesis.
stdin:827:28:36:You should put a space in front of parenthesis.
stdin:827:38:8:Wrong length of dash may have been used.
stdin:827:47:36:You should put a space in front of parenthesis.
stdin:828:29:36:You should put a space in front of parenthesis.
stdin:829:10:36:You should put a space in front of parenthesis.
stdin:829:11:18:Use either `` or '' as an alternative to `"'.
stdin:829:32:13:Intersentence spacing (`\@') should perhaps be used.
stdin:829:36:18:Use either `` or '' as an alternative to `"'.
stdin:829:44:36:You should put a space in front of parenthesis.
stdin:831:26:36:You should put a space in front of parenthesis.
stdin:831:34:8:Wrong length of dash may have been used.
stdin:831:43:36:You should put a space in front of parenthesis.
stdin:832:27:36:You should put a space in front of parenthesis.
stdin:833:10:36:You should put a space in front of parenthesis.
stdin:833:11:18:Use either `` or '' as an alternative to `"'.
stdin:833:30:13:Intersentence spacing (`\@') should perhaps be used.
stdin:833:34:18:Use either `` or '' as an alternative to `"'.
stdin:833:42:36:You should put a space in front of parenthesis.
stdin:843:22:36:You should put a space in front of parenthesis.
stdin:843:27:37:You should avoid spaces in front of parenthesis.
stdin:846:26:36:You should put a space in front of parenthesis.
stdin:849:28:36:You should put a space in front of parenthesis.
stdin:849:38:8:Wrong length of dash may have been used.
stdin:849:47:36:You should put a space in front of parenthesis.
stdin:850:29:36:You should put a space in front of parenthesis.
stdin:851:10:36:You should put a space in front of parenthesis.
stdin:851:11:18:Use either `` or '' as an alternative to `"'.
stdin:851:32:13:Intersentence spacing (`\@') should perhaps be used.
stdin:851:36:18:Use either `` or '' as an alternative to `"'.
stdin:851:44:36:You should put a space in front of parenthesis.
stdin:853:26:36:You should put a space in front of parenthesis.
stdin:853:34:8:Wrong length of dash may have been used.
stdin:853:43:36:You should put a space in front of parenthesis.
stdin:854:27:36:You should put a space in front of parenthesis.
stdin:855:10:36:You should put a space in front of parenthesis.
stdin:855:11:18:Use either `` or '' as an alternative to `"'.
stdin:855:30:13:Intersentence spacing (`\@') should perhaps be used.
stdin:855:34:18:Use either `` or '' as an alternative to `"'.
stdin:855:42:36:You should put a space in front of parenthesis.
<<<OUTPUT ENDS>>>
(finished - exit code 0) ['/bin/bash', '-c', '''lacheck'' ''/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/19/main.tex''']
<<<OUTPUT STARTS>>>
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/19/main.tex", line 12: possible unwanted space at "{"
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/19/main.tex", line 52: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/19/main.tex", line 58: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/19/main.tex", line 60: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/19/main.tex", line 108: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/19/main.tex", line 136: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/19/main.tex", line 300: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/19/main.tex", line 326: missing `\ ' after "e.g."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/19/main.tex", line 328: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/19/main.tex", line 401: Dots should be ellipsis "..."
<<<OUTPUT ENDS>>>
(finished - exit code 1) ['/bin/bash', '-c', 'proselint ''/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/20/main.tex''']
<<<NO OUTPUT RETURNED>>>
(executable check - failure) redpen
(executable check - failure) vale
(finished - exit code 62) ['/bin/bash', '-c', '''write-good'' ''/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/21/main.tex''']
<<<OUTPUT STARTS>>>
In /var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/21/main.tex
=============
% Don't modify this section unless you know what you're doing!
^^^^^^
"modify" is wordy or unneeded on line 2 at column 8
-------------
mplementation details of several different models created
^^^^^^^
"several" is a weasel word on line 30 at column 46
-------------
and validation sets have been reported and is used to compare the
^^^^^^^^^^^^^
"been reported" may be passive voice on line 35 at column 36
-------------
s have been reported and is used to compare the
^^^^^^^
"is used" may be passive voice on line 35 at column 54
-------------
this assignment can be found in the Appendix.
^^^^^^^^
"be found" may be passive voice on line 37 at column 22
-------------
mean of $y_{train}$ was found to be $-9.139e^{-15}$. We then observe that the
^^^^^^^^^
"was found" may be passive voice on line 48 at column 20
-------------
y_{val}$ is not zero and it was found to be $-0.2160$. The standard
^^^^^^
"it was" is wordy or unneeded on line 49 at column 34
-------------
val}$ is not zero and it was found to be $-0.2160$. The standard
^^^^^^^^^
"was found" may be passive voice on line 49 at column 37
-------------
original population and is used to measure the precision of how
^^^^^^^
"is used" may be passive voice on line 51 at column 39
-------------
SEM from a single sample is expressed using the following: $$ \sigma_M =
^^^^^^^^^^^^
"is expressed" may be passive voice on line 54 at column 29
-------------
the population which is usually unknown, which is why we
^^^^^^^
"usually" can weaken meaning on line 56 at column 46
-------------
mptotically normal (i.e. normally
^^^^^^^^
"normally" can weaken meaning on line 60 at column 62
-------------
ng that each sample mean is considered as an independent
^^^^^^^^^^^^^
"is considered" may be passive voice on line 61 at column 43
-------------
then evaluate the error bars for the true mean $\mu$ of the population as
^^^^^^^^
"evaluate" is wordy or unneeded on line 63 at column 5
-------------
EM on the validation set was found to be $0.01290$. Using
^^^^^^^^^
"was found" may be passive voice on line 67 at column 47
-------------
this we can obtain the error bar on the estimate of the population's true mean a
^^^^^^
"obtain" is wordy or unneeded on line 68 at column 12
-------------
785 items in $y_{train}$ was found to be
^^^^^^^^^
"was found" may be passive voice on line 70 at column 58
-------------
$0.01193$ and we can obtain the error bar on the estimate of the population's tr
^^^^^^
"obtain" is wordy or unneeded on line 71 at column 21
-------------
ure~\ref{fig:q1}, it can be seen that a majority of the first 5785 values
^^^^^^^
"be seen" may be passive voice on line 82 at column 31
-------------
slice data because they are based on a small about of data as there are only 97
^^^^^^^^^
"are based" may be passive voice on line 89 at column 24
-------------
out of data as there are only 97
^^^^
"only" can weaken meaning on line 89 at column 72
-------------
me from the same person. Additionally, by simply looking at the data we
^^^^^^^^^^^^
"Additionally" can weaken meaning on line 91 at column 32
-------------
person. Additionally, by simply looking at the data we
^^^^^^
"simply" can weaken meaning on line 91 at column 49
-------------
y_{train}$ and $y_{val}$ is skewed --- with
^^^^^^^^^
"is skewed" may be passive voice on line 94 at column 61
-------------
dence intervals (CI) can be presented.
^^^^^^^^^^^^
"be presented" may be passive voice on line 97 at column 45
-------------
The input features that were identified as constants were (in 0-based Python
^^^^^^^^^^^^^^^
"were identified" may be passive voice on line 101 at column 24
-------------
the input features that were identified as
^^^^^^^^^^^^^^^
"were identified" may be passive voice on line 102 at column 62
-------------
these features were removed from the training, validation, and test sets.
^^^^^^^^^^^^
"were removed" may be passive voice on line 104 at column 15
-------------
ot the same but they are very close. When estimating
^^^^
"very" is a weasel word and can weaken meaning on line 129 at column 49
-------------
f the model OLS seeks to minimize the sum of the
^^^^^^^^
"minimize" is wordy or unneeded on line 130 at column 50
-------------
radient information. The minimize function used for
^^^^^^^^
"minimize" is wordy or unneeded on line 133 at column 54
-------------
memory.Moreover, the objective function is a convex function (i.e. the local
^^^^^^^^^
"objective" is wordy or unneeded on line 136 at column 21
-------------
in the objective function with the same parameter values provided an appropriate
^^^^^^^^^
"objective" is wordy or unneeded on line 138 at column 7
-------------
learning rate is used for the gradient descent approach. By default the `L-BFBS'
^^^^^^^
"is used" may be passive voice on line 139 at column 14
-------------
in PCA, a scree plot can be used as shown in Figure~\ref{fig:q3}. The red line
^^^^^^^
"be used" may be passive voice on line 155 at column 25
-------------
fig:q3}, we can see that approximately 56\% of the variance is
^^^^^^^^^^^^^
"approximately" can weaken meaning on line 164 at column 42
-------------
ely 56\% of the variance is
^^^^^^^^^^^
"is
captured" may be passive voice on line 164 at column 77
-------------
see that a lot of values are concentrated around (or is)
^^^^^^^^^^^^^^^^
"are concentrated" may be passive voice on line 190 at column 47
-------------
values around -0.2 and a few ranging from 0 to 1.15.
^^^
"few" is a weasel word on line 191 at column 40
-------------
majority of the values (approximately 80\%)
^^^^^^^^^^^^^
"approximately" can weaken meaning on line 218 at column 61
-------------
original dataset and the additional binary features
^^^^^^^^^^
"additional" is wordy or unneeded on line 250 at column 49
-------------
some of this information is
^^^^^^^
"is
lost" may be passive voice on line 288 at column 78
-------------
t setting the parameters are initialized with small random values, whereas
^^^^^^^^^^^^^^^
"are initialized" may be passive voice on line 297 at column 29
-------------
d setting the parameters are initialized using the fits made in the
^^^^^^^^^^^^^^^
"are initialized" may be passive voice on line 298 at column 37
-------------
ction. The model here is similar to the one in the previous section
^^^^^^^^^^
"similar to" is wordy or unneeded on line 299 at column 36
-------------
previous model these were fit ``independently'. Fitting parameters jointly
^^^^^^^^
"were fit" may be passive voice on line 301 at column 21
-------------
avoids assigning multiple features with high probabilities for a sample as in
^^^^^^^^
"multiple" is wordy or unneeded on line 302 at column 17
-------------
ation strategies. It can be seen that both initialization strategies
^^^^^^^
"be seen" may be passive voice on line 318 at column 34
-------------
$\alpha=10$). However, this is not the case in real-world machine learning
^^^^^^^
"However" is wordy or unneeded on line 329 at column 14
-------------
scenarios and usually perform a grid-search over the set of hyperparameters to
^^^^^^^
"usually" can weaken meaning on line 330 at column 14
-------------
find the ones that minimize the validation error. We could apply the same
^^^^^^^^
"minimize" is wordy or unneeded on line 331 at column 19
-------------
# Evaluate mean, standard deviation, and standard error of mean on the
^^^^^^^^
"Evaluate" is wordy or unneeded on line 426 at column 6
-------------
# Evaluate mean, standard deviation, and standard error of mean on the
^^^^^^^^
"Evaluate" is wordy or unneeded on line 434 at column 6
-------------
# Evaluate mean, standard deviation, and standard error of mean on the
^^^^^^^^
"Evaluate" is wordy or unneeded on line 440 at column 6
-------------
alpha = 10
^^^^^
"alpha" is repeated on line 548 at column 4
-------------
# Obtain PCA projection matrix
^^^^^^
"Obtain" is wordy or unneeded on line 599 at column 6
-------------
K = 10
^
"K" is repeated on line 642 at column 4
-------------
# Obtain eigenvalues and eigenvectors
^^^^^^
"Obtain" is wordy or unneeded on line 644 at column 6
-------------
V = V[:, index]
^
"V" is repeated on line 651 at column 4
-------------
ame, '../figures/q3-hist-overall.png'), dpi=300, bbox_inches="tight")
^^^^^^^
"overall" is wordy or unneeded on line 704 at column 58
-------------
References section will be created automatically
^^^^^^^^^^
"be created" may be passive voice on line 863 at column 28
-------------
Note: with this approach it is YOUR responsibility to put them in order
^^^^^
"it is" is wordy or unneeded on line 867 at column 29
<<<OUTPUT ENDS>>>
(finished - exit code 0) ['/bin/bash', '-c', 'chktex -v0 -p stdin -q -I < ''/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/22/main.tex''']
<<<OUTPUT STARTS>>>
stdin:24:26:8:Wrong length of dash may have been used.
stdin:41:13:8:Wrong length of dash may have been used.
stdin:52:60:12:Interword spacing (`\ ') should perhaps be used.
stdin:58:72:12:Interword spacing (`\ ') should perhaps be used.
stdin:60:62:12:Interword spacing (`\ ') should perhaps be used.
stdin:78:2:24:Delete this space to maintain correct pagereferences.
stdin:81:49:26:You ought to remove spaces in front of punctuation.
stdin:106:13:8:Wrong length of dash may have been used.
stdin:108:40:12:Interword spacing (`\ ') should perhaps be used.
stdin:119:2:24:Delete this space to maintain correct pagereferences.
stdin:120:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:121:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:122:49:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:125:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:136:67:12:Interword spacing (`\ ') should perhaps be used.
stdin:143:13:8:Wrong length of dash may have been used.
stdin:162:2:24:Delete this space to maintain correct pagereferences.
stdin:173:2:24:Delete this space to maintain correct pagereferences.
stdin:174:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:175:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:176:65:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:179:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:196:2:24:Delete this space to maintain correct pagereferences.
stdin:214:2:24:Delete this space to maintain correct pagereferences.
stdin:224:2:24:Delete this space to maintain correct pagereferences.
stdin:225:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:226:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:227:25:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:230:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:241:2:24:Delete this space to maintain correct pagereferences.
stdin:242:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:243:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:244:49:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:245:62:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:259:13:8:Wrong length of dash may have been used.
stdin:273:2:24:Delete this space to maintain correct pagereferences.
stdin:274:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:275:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:276:49:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:277:78:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:292:13:8:Wrong length of dash may have been used.
stdin:300:46:12:Interword spacing (`\ ') should perhaps be used.
stdin:308:2:24:Delete this space to maintain correct pagereferences.
stdin:309:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:310:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:311:64:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:312:54:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:313:65:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:323:13:8:Wrong length of dash may have been used.
stdin:326:24:12:Interword spacing (`\ ') should perhaps be used.
stdin:328:52:12:Interword spacing (`\ ') should perhaps be used.
stdin:338:23:36:You should put a space in front of parenthesis.
stdin:339:5:18:Use either `` or '' as an alternative to `"'.
stdin:339:6:18:Use either `` or '' as an alternative to `"'.
stdin:339:7:18:Use either `` or '' as an alternative to `"'.
stdin:342:37:36:You should put a space in front of parenthesis.
stdin:347:14:36:You should put a space in front of parenthesis.
stdin:347:23:36:You should put a space in front of parenthesis.
stdin:347:36:8:Wrong length of dash may have been used.
stdin:347:60:36:You should put a space in front of parenthesis.
stdin:357:5:18:Use either `` or '' as an alternative to `"'.
stdin:357:6:18:Use either `` or '' as an alternative to `"'.
stdin:357:7:18:Use either `` or '' as an alternative to `"'.
stdin:360:21:36:You should put a space in front of parenthesis.
stdin:360:34:36:You should put a space in front of parenthesis.
stdin:361:27:36:You should put a space in front of parenthesis.
stdin:364:15:36:You should put a space in front of parenthesis.
stdin:372:19:36:You should put a space in front of parenthesis.
stdin:372:32:36:You should put a space in front of parenthesis.
stdin:375:19:36:You should put a space in front of parenthesis.
stdin:375:28:36:You should put a space in front of parenthesis.
stdin:378:22:36:You should put a space in front of parenthesis.
stdin:378:41:36:You should put a space in front of parenthesis.
stdin:379:19:36:You should put a space in front of parenthesis.
stdin:379:29:36:You should put a space in front of parenthesis.
stdin:382:18:36:You should put a space in front of parenthesis.
stdin:385:24:36:You should put a space in front of parenthesis.
stdin:389:11:36:You should put a space in front of parenthesis.
stdin:392:17:36:You should put a space in front of parenthesis.
stdin:396:20:36:You should put a space in front of parenthesis.
stdin:397:34:36:You should put a space in front of parenthesis.
stdin:400:16:18:Use either `` or '' as an alternative to `"'.
stdin:400:25:18:Use either `` or '' as an alternative to `"'.
stdin:401:12:18:Use either `` or '' as an alternative to `"'.
stdin:401:25:36:You should put a space in front of parenthesis.
stdin:401:27:11:You should use \ldots to achieve an ellipsis.
stdin:401:32:18:Use either `` or '' as an alternative to `"'.
stdin:402:30:36:You should put a space in front of parenthesis.
stdin:403:28:36:You should put a space in front of parenthesis.
stdin:404:19:36:You should put a space in front of parenthesis.
stdin:422:10:36:You should put a space in front of parenthesis.
stdin:422:11:18:Use either `` or '' as an alternative to `"'.
stdin:422:27:18:Use either `` or '' as an alternative to `"'.
stdin:423:10:36:You should put a space in front of parenthesis.
stdin:423:11:18:Use either `` or '' as an alternative to `"'.
stdin:423:25:18:Use either `` or '' as an alternative to `"'.
stdin:424:10:36:You should put a space in front of parenthesis.
stdin:424:11:18:Use either `` or '' as an alternative to `"'.
stdin:424:27:18:Use either `` or '' as an alternative to `"'.
stdin:429:27:36:You should put a space in front of parenthesis.
stdin:430:25:36:You should put a space in front of parenthesis.
stdin:431:38:36:You should put a space in front of parenthesis.
stdin:432:63:36:You should put a space in front of parenthesis.
stdin:436:34:36:You should put a space in front of parenthesis.
stdin:437:32:36:You should put a space in front of parenthesis.
stdin:438:52:36:You should put a space in front of parenthesis.
stdin:443:25:36:You should put a space in front of parenthesis.
stdin:444:23:36:You should put a space in front of parenthesis.
stdin:445:34:36:You should put a space in front of parenthesis.
stdin:448:10:36:You should put a space in front of parenthesis.
stdin:448:11:18:Use either `` or '' as an alternative to `"'.
stdin:448:31:18:Use either `` or '' as an alternative to `"'.
stdin:448:39:36:You should put a space in front of parenthesis.
stdin:449:10:36:You should put a space in front of parenthesis.
stdin:449:11:18:Use either `` or '' as an alternative to `"'.
stdin:449:36:18:Use either `` or '' as an alternative to `"'.
stdin:449:44:36:You should put a space in front of parenthesis.
stdin:450:10:36:You should put a space in front of parenthesis.
stdin:450:11:18:Use either `` or '' as an alternative to `"'.
stdin:450:34:18:Use either `` or '' as an alternative to `"'.
stdin:450:42:36:You should put a space in front of parenthesis.
stdin:451:10:36:You should put a space in front of parenthesis.
stdin:451:11:18:Use either `` or '' as an alternative to `"'.
stdin:451:27:18:Use either `` or '' as an alternative to `"'.
stdin:451:35:36:You should put a space in front of parenthesis.
stdin:452:10:36:You should put a space in front of parenthesis.
stdin:452:11:18:Use either `` or '' as an alternative to `"'.
stdin:452:29:18:Use either `` or '' as an alternative to `"'.
stdin:452:37:36:You should put a space in front of parenthesis.
stdin:454:10:36:You should put a space in front of parenthesis.
stdin:454:11:18:Use either `` or '' as an alternative to `"'.
stdin:454:38:18:Use either `` or '' as an alternative to `"'.
stdin:454:46:36:You should put a space in front of parenthesis.
stdin:455:10:36:You should put a space in front of parenthesis.
stdin:455:11:18:Use either `` or '' as an alternative to `"'.
stdin:455:41:18:Use either `` or '' as an alternative to `"'.
stdin:455:49:36:You should put a space in front of parenthesis.
stdin:456:10:36:You should put a space in front of parenthesis.
stdin:456:11:18:Use either `` or '' as an alternative to `"'.
stdin:456:34:18:Use either `` or '' as an alternative to `"'.
stdin:456:42:36:You should put a space in front of parenthesis.
stdin:457:10:36:You should put a space in front of parenthesis.
stdin:457:11:18:Use either `` or '' as an alternative to `"'.
stdin:457:36:18:Use either `` or '' as an alternative to `"'.
stdin:457:44:36:You should put a space in front of parenthesis.
stdin:459:10:36:You should put a space in front of parenthesis.
stdin:459:11:18:Use either `` or '' as an alternative to `"'.
stdin:459:29:18:Use either `` or '' as an alternative to `"'.
stdin:459:37:36:You should put a space in front of parenthesis.
stdin:460:10:36:You should put a space in front of parenthesis.
stdin:460:11:18:Use either `` or '' as an alternative to `"'.
stdin:460:26:18:Use either `` or '' as an alternative to `"'.
stdin:460:34:36:You should put a space in front of parenthesis.
stdin:461:10:36:You should put a space in front of parenthesis.
stdin:461:11:18:Use either `` or '' as an alternative to `"'.
stdin:461:25:18:Use either `` or '' as an alternative to `"'.
stdin:461:33:36:You should put a space in front of parenthesis.
stdin:462:10:36:You should put a space in front of parenthesis.
stdin:462:11:18:Use either `` or '' as an alternative to `"'.
stdin:462:27:18:Use either `` or '' as an alternative to `"'.
stdin:462:35:36:You should put a space in front of parenthesis.
stdin:464:18:36:You should put a space in front of parenthesis.
stdin:465:21:36:You should put a space in front of parenthesis.
stdin:465:30:36:You should put a space in front of parenthesis.
stdin:467:26:36:You should put a space in front of parenthesis.
stdin:468:15:36:You should put a space in front of parenthesis.
stdin:469:13:36:You should put a space in front of parenthesis.
stdin:469:33:18:Use either `` or '' as an alternative to `"'.
stdin:469:34:18:Use either `` or '' as an alternative to `"'.
stdin:469:44:18:Use either `` or '' as an alternative to `"'.
stdin:469:46:18:Use either `` or '' as an alternative to `"'.
stdin:470:19:36:You should put a space in front of parenthesis.
stdin:470:20:18:Use either `` or '' as an alternative to `"'.
stdin:470:34:18:Use either `` or '' as an alternative to `"'.
stdin:471:19:36:You should put a space in front of parenthesis.
stdin:471:20:18:Use either `` or '' as an alternative to `"'.
stdin:471:37:18:Use either `` or '' as an alternative to `"'.
stdin:472:17:36:You should put a space in front of parenthesis.
stdin:474:26:36:You should put a space in front of parenthesis.
stdin:475:15:36:You should put a space in front of parenthesis.
stdin:476:13:36:You should put a space in front of parenthesis.
stdin:476:31:18:Use either `` or '' as an alternative to `"'.
stdin:476:32:18:Use either `` or '' as an alternative to `"'.
stdin:476:42:18:Use either `` or '' as an alternative to `"'.
stdin:476:44:18:Use either `` or '' as an alternative to `"'.
stdin:477:19:36:You should put a space in front of parenthesis.
stdin:477:20:18:Use either `` or '' as an alternative to `"'.
stdin:477:34:18:Use either `` or '' as an alternative to `"'.
stdin:478:19:36:You should put a space in front of parenthesis.
stdin:478:20:18:Use either `` or '' as an alternative to `"'.
stdin:478:35:18:Use either `` or '' as an alternative to `"'.
stdin:479:17:36:You should put a space in front of parenthesis.
stdin:481:15:36:You should put a space in front of parenthesis.
stdin:482:16:36:You should put a space in front of parenthesis.
stdin:482:29:36:You should put a space in front of parenthesis.
stdin:482:82:18:Use either `` or '' as an alternative to `"'.
stdin:482:88:18:Use either `` or '' as an alternative to `"'.
stdin:488:10:36:You should put a space in front of parenthesis.
stdin:488:11:18:Use either `` or '' as an alternative to `"'.
stdin:488:27:18:Use either `` or '' as an alternative to `"'.
stdin:489:10:36:You should put a space in front of parenthesis.
stdin:489:11:18:Use either `` or '' as an alternative to `"'.
stdin:489:25:18:Use either `` or '' as an alternative to `"'.
stdin:490:10:36:You should put a space in front of parenthesis.
stdin:490:11:18:Use either `` or '' as an alternative to `"'.
stdin:490:27:18:Use either `` or '' as an alternative to `"'.
stdin:493:10:36:You should put a space in front of parenthesis.
stdin:493:11:18:Use either `` or '' as an alternative to `"'.
stdin:493:29:18:Use either `` or '' as an alternative to `"'.
stdin:493:37:36:You should put a space in front of parenthesis.
stdin:494:10:36:You should put a space in front of parenthesis.
stdin:494:11:18:Use either `` or '' as an alternative to `"'.
stdin:494:27:18:Use either `` or '' as an alternative to `"'.
stdin:494:35:36:You should put a space in front of parenthesis.
stdin:495:10:36:You should put a space in front of parenthesis.
stdin:495:11:18:Use either `` or '' as an alternative to `"'.
stdin:495:30:18:Use either `` or '' as an alternative to `"'.
stdin:495:38:36:You should put a space in front of parenthesis.
stdin:496:38:36:You should put a space in front of parenthesis.
stdin:496:60:26:You ought to remove spaces in front of punctuation.
stdin:497:46:36:You should put a space in front of parenthesis.
stdin:498:36:36:You should put a space in front of parenthesis.
stdin:498:54:26:You ought to remove spaces in front of punctuation.
stdin:499:44:36:You should put a space in front of parenthesis.
stdin:500:37:36:You should put a space in front of parenthesis.
stdin:500:57:26:You ought to remove spaces in front of punctuation.
stdin:501:45:36:You should put a space in front of parenthesis.
stdin:504:58:36:You should put a space in front of parenthesis.
stdin:505:53:36:You should put a space in front of parenthesis.
stdin:507:10:36:You should put a space in front of parenthesis.
stdin:507:11:18:Use either `` or '' as an alternative to `"'.
stdin:507:41:18:Use either `` or '' as an alternative to `"'.
stdin:507:49:36:You should put a space in front of parenthesis.
stdin:508:10:36:You should put a space in front of parenthesis.
stdin:508:11:18:Use either `` or '' as an alternative to `"'.
stdin:508:39:18:Use either `` or '' as an alternative to `"'.
stdin:508:47:36:You should put a space in front of parenthesis.
stdin:509:10:36:You should put a space in front of parenthesis.
stdin:509:11:18:Use either `` or '' as an alternative to `"'.
stdin:509:40:18:Use either `` or '' as an alternative to `"'.
stdin:509:48:36:You should put a space in front of parenthesis.
stdin:510:10:36:You should put a space in front of parenthesis.
stdin:510:11:18:Use either `` or '' as an alternative to `"'.
stdin:510:44:18:Use either `` or '' as an alternative to `"'.
stdin:510:52:36:You should put a space in front of parenthesis.
stdin:513:26:36:You should put a space in front of parenthesis.
stdin:514:24:36:You should put a space in front of parenthesis.
stdin:515:25:36:You should put a space in front of parenthesis.
stdin:516:10:36:You should put a space in front of parenthesis.
stdin:516:11:18:Use either `` or '' as an alternative to `"'.
stdin:516:37:18:Use either `` or '' as an alternative to `"'.
stdin:516:45:36:You should put a space in front of parenthesis.
stdin:517:10:36:You should put a space in front of parenthesis.
stdin:517:11:18:Use either `` or '' as an alternative to `"'.
stdin:517:35:18:Use either `` or '' as an alternative to `"'.
stdin:517:43:36:You should put a space in front of parenthesis.
stdin:518:10:36:You should put a space in front of parenthesis.
stdin:518:11:18:Use either `` or '' as an alternative to `"'.
stdin:518:38:18:Use either `` or '' as an alternative to `"'.
stdin:518:46:36:You should put a space in front of parenthesis.
stdin:522:19:36:You should put a space in front of parenthesis.
stdin:523:23:36:You should put a space in front of parenthesis.
stdin:524:30:36:You should put a space in front of parenthesis.
stdin:525:49:36:You should put a space in front of parenthesis.
stdin:526:10:36:You should put a space in front of parenthesis.
stdin:526:11:18:Use either `` or '' as an alternative to `"'.
stdin:526:42:18:Use either `` or '' as an alternative to `"'.
stdin:526:50:36:You should put a space in front of parenthesis.
stdin:528:34:36:You should put a space in front of parenthesis.
stdin:528:44:36:You should put a space in front of parenthesis.
stdin:529:10:36:You should put a space in front of parenthesis.
stdin:529:11:18:Use either `` or '' as an alternative to `"'.
stdin:529:33:18:Use either `` or '' as an alternative to `"'.
stdin:529:41:36:You should put a space in front of parenthesis.
stdin:531:24:36:You should put a space in front of parenthesis.
stdin:532:22:36:You should put a space in front of parenthesis.
stdin:533:23:36:You should put a space in front of parenthesis.
stdin:535:10:36:You should put a space in front of parenthesis.
stdin:535:11:18:Use either `` or '' as an alternative to `"'.
stdin:535:37:18:Use either `` or '' as an alternative to `"'.
stdin:535:45:36:You should put a space in front of parenthesis.
stdin:536:10:36:You should put a space in front of parenthesis.
stdin:536:11:18:Use either `` or '' as an alternative to `"'.
stdin:536:35:18:Use either `` or '' as an alternative to `"'.
stdin:536:43:36:You should put a space in front of parenthesis.
stdin:537:10:36:You should put a space in front of parenthesis.
stdin:537:11:18:Use either `` or '' as an alternative to `"'.
stdin:537:38:18:Use either `` or '' as an alternative to `"'.
stdin:537:46:36:You should put a space in front of parenthesis.
stdin:543:10:36:You should put a space in front of parenthesis.
stdin:543:11:18:Use either `` or '' as an alternative to `"'.
stdin:543:27:18:Use either `` or '' as an alternative to `"'.
stdin:544:10:36:You should put a space in front of parenthesis.
stdin:544:11:18:Use either `` or '' as an alternative to `"'.
stdin:544:24:18:Use either `` or '' as an alternative to `"'.
stdin:545:10:36:You should put a space in front of parenthesis.
stdin:545:11:18:Use either `` or '' as an alternative to `"'.
stdin:545:27:18:Use either `` or '' as an alternative to `"'.
stdin:551:25:36:You should put a space in front of parenthesis.
stdin:554:46:36:You should put a space in front of parenthesis.
stdin:555:26:36:You should put a space in front of parenthesis.
stdin:559:30:36:You should put a space in front of parenthesis.
stdin:559:39:36:You should put a space in front of parenthesis.
stdin:560:30:36:You should put a space in front of parenthesis.
stdin:560:40:8:Wrong length of dash may have been used.
stdin:560:48:36:You should put a space in front of parenthesis.
stdin:561:31:36:You should put a space in front of parenthesis.
stdin:562:10:36:You should put a space in front of parenthesis.
stdin:562:11:18:Use either `` or '' as an alternative to `"'.
stdin:562:36:13:Intersentence spacing (`\@') should perhaps be used.
stdin:562:40:18:Use either `` or '' as an alternative to `"'.
stdin:562:48:36:You should put a space in front of parenthesis.
stdin:565:28:36:You should put a space in front of parenthesis.
stdin:565:37:36:You should put a space in front of parenthesis.
stdin:566:28:36:You should put a space in front of parenthesis.
stdin:566:36:8:Wrong length of dash may have been used.
stdin:566:44:36:You should put a space in front of parenthesis.
stdin:567:29:36:You should put a space in front of parenthesis.
stdin:568:10:36:You should put a space in front of parenthesis.
stdin:568:11:18:Use either `` or '' as an alternative to `"'.
stdin:568:34:13:Intersentence spacing (`\@') should perhaps be used.
stdin:568:40:18:Use either `` or '' as an alternative to `"'.
stdin:568:48:36:You should put a space in front of parenthesis.
stdin:572:32:36:You should put a space in front of parenthesis.
stdin:572:41:36:You should put a space in front of parenthesis.
stdin:573:32:36:You should put a space in front of parenthesis.
stdin:573:42:8:Wrong length of dash may have been used.
stdin:573:50:36:You should put a space in front of parenthesis.
stdin:574:33:36:You should put a space in front of parenthesis.
stdin:575:10:36:You should put a space in front of parenthesis.
stdin:575:11:18:Use either `` or '' as an alternative to `"'.
stdin:575:41:13:Intersentence spacing (`\@') should perhaps be used.
stdin:575:45:18:Use either `` or '' as an alternative to `"'.
stdin:575:53:36:You should put a space in front of parenthesis.
stdin:578:30:36:You should put a space in front of parenthesis.
stdin:578:39:36:You should put a space in front of parenthesis.
stdin:579:30:36:You should put a space in front of parenthesis.
stdin:579:38:8:Wrong length of dash may have been used.
stdin:579:46:36:You should put a space in front of parenthesis.
stdin:580:31:36:You should put a space in front of parenthesis.
stdin:581:10:36:You should put a space in front of parenthesis.
stdin:581:11:18:Use either `` or '' as an alternative to `"'.
stdin:581:39:13:Intersentence spacing (`\@') should perhaps be used.
stdin:581:45:18:Use either `` or '' as an alternative to `"'.
stdin:581:53:36:You should put a space in front of parenthesis.
stdin:587:10:36:You should put a space in front of parenthesis.
stdin:587:11:18:Use either `` or '' as an alternative to `"'.
stdin:587:27:18:Use either `` or '' as an alternative to `"'.
stdin:588:10:36:You should put a space in front of parenthesis.
stdin:588:11:18:Use either `` or '' as an alternative to `"'.
stdin:588:25:18:Use either `` or '' as an alternative to `"'.
stdin:589:10:36:You should put a space in front of parenthesis.
stdin:589:11:18:Use either `` or '' as an alternative to `"'.
stdin:589:27:18:Use either `` or '' as an alternative to `"'.
stdin:592:25:36:You should put a space in front of parenthesis.
stdin:593:23:36:You should put a space in front of parenthesis.
stdin:596:26:8:Wrong length of dash may have been used.
stdin:597:22:8:Wrong length of dash may have been used.
stdin:600:20:36:You should put a space in front of parenthesis.
stdin:603:25:36:You should put a space in front of parenthesis.
stdin:603:42:26:You ought to remove spaces in front of punctuation.
stdin:604:23:36:You should put a space in front of parenthesis.
stdin:604:38:26:You ought to remove spaces in front of punctuation.
stdin:607:26:36:You should put a space in front of parenthesis.
stdin:607:43:26:You ought to remove spaces in front of punctuation.
stdin:608:24:36:You should put a space in front of parenthesis.
stdin:608:39:26:You ought to remove spaces in front of punctuation.
stdin:611:29:36:You should put a space in front of parenthesis.
stdin:612:30:36:You should put a space in front of parenthesis.
stdin:617:33:36:You should put a space in front of parenthesis.
stdin:617:42:36:You should put a space in front of parenthesis.
stdin:618:33:36:You should put a space in front of parenthesis.
stdin:618:43:8:Wrong length of dash may have been used.
stdin:618:51:36:You should put a space in front of parenthesis.
stdin:619:34:36:You should put a space in front of parenthesis.
stdin:620:10:36:You should put a space in front of parenthesis.
stdin:620:11:18:Use either `` or '' as an alternative to `"'.
stdin:620:47:18:Use either `` or '' as an alternative to `"'.
stdin:620:55:36:You should put a space in front of parenthesis.
stdin:623:31:36:You should put a space in front of parenthesis.
stdin:623:40:36:You should put a space in front of parenthesis.
stdin:624:31:36:You should put a space in front of parenthesis.
stdin:624:39:8:Wrong length of dash may have been used.
stdin:624:47:36:You should put a space in front of parenthesis.
stdin:625:32:36:You should put a space in front of parenthesis.
stdin:626:10:36:You should put a space in front of parenthesis.
stdin:626:11:18:Use either `` or '' as an alternative to `"'.
stdin:626:47:18:Use either `` or '' as an alternative to `"'.
stdin:626:55:36:You should put a space in front of parenthesis.
stdin:629:33:36:You should put a space in front of parenthesis.
stdin:629:42:36:You should put a space in front of parenthesis.
stdin:630:33:36:You should put a space in front of parenthesis.
stdin:630:43:8:Wrong length of dash may have been used.
stdin:630:51:36:You should put a space in front of parenthesis.
stdin:631:34:36:You should put a space in front of parenthesis.
stdin:632:10:36:You should put a space in front of parenthesis.
stdin:632:11:18:Use either `` or '' as an alternative to `"'.
stdin:632:48:18:Use either `` or '' as an alternative to `"'.
stdin:632:56:36:You should put a space in front of parenthesis.
stdin:635:31:36:You should put a space in front of parenthesis.
stdin:635:40:36:You should put a space in front of parenthesis.
stdin:636:31:36:You should put a space in front of parenthesis.
stdin:636:39:8:Wrong length of dash may have been used.
stdin:636:47:36:You should put a space in front of parenthesis.
stdin:637:32:36:You should put a space in front of parenthesis.
stdin:638:10:36:You should put a space in front of parenthesis.
stdin:638:11:18:Use either `` or '' as an alternative to `"'.
stdin:638:48:18:Use either `` or '' as an alternative to `"'.
stdin:638:56:36:You should put a space in front of parenthesis.
stdin:645:25:36:You should put a space in front of parenthesis.
stdin:645:32:36:You should put a space in front of parenthesis.
stdin:648:23:36:You should put a space in front of parenthesis.
stdin:653:19:36:You should put a space in front of parenthesis.
stdin:655:39:36:You should put a space in front of parenthesis.
stdin:657:21:36:You should put a space in front of parenthesis.
stdin:657:30:36:You should put a space in front of parenthesis.
stdin:658:13:36:You should put a space in front of parenthesis.
stdin:658:31:18:Use either `` or '' as an alternative to `"'.
stdin:658:34:18:Use either `` or '' as an alternative to `"'.
stdin:658:43:18:Use either `` or '' as an alternative to `"'.
stdin:658:66:18:Use either `` or '' as an alternative to `"'.
stdin:659:13:36:You should put a space in front of parenthesis.
stdin:659:42:18:Use either `` or '' as an alternative to `"'.
stdin:659:45:18:Use either `` or '' as an alternative to `"'.
stdin:659:54:18:Use either `` or '' as an alternative to `"'.
stdin:659:74:18:Use either `` or '' as an alternative to `"'.
stdin:660:19:36:You should put a space in front of parenthesis.
stdin:661:18:36:You should put a space in front of parenthesis.
stdin:662:18:36:You should put a space in front of parenthesis.
stdin:663:15:36:You should put a space in front of parenthesis.
stdin:663:16:18:Use either `` or '' as an alternative to `"'.
stdin:663:47:18:Use either `` or '' as an alternative to `"'.
stdin:664:15:36:You should put a space in front of parenthesis.
stdin:664:16:18:Use either `` or '' as an alternative to `"'.
stdin:664:25:18:Use either `` or '' as an alternative to `"'.
stdin:665:16:36:You should put a space in front of parenthesis.
stdin:665:17:18:Use either `` or '' as an alternative to `"'.
stdin:665:28:18:Use either `` or '' as an alternative to `"'.
stdin:666:15:36:You should put a space in front of parenthesis.
stdin:667:16:36:You should put a space in front of parenthesis.
stdin:667:29:36:You should put a space in front of parenthesis.
stdin:667:82:18:Use either `` or '' as an alternative to `"'.
stdin:667:88:18:Use either `` or '' as an alternative to `"'.
stdin:673:10:36:You should put a space in front of parenthesis.
stdin:673:11:18:Use either `` or '' as an alternative to `"'.
stdin:673:27:18:Use either `` or '' as an alternative to `"'.
stdin:674:10:36:You should put a space in front of parenthesis.
stdin:674:11:18:Use either `` or '' as an alternative to `"'.
stdin:674:25:18:Use either `` or '' as an alternative to `"'.
stdin:675:10:36:You should put a space in front of parenthesis.
stdin:675:11:18:Use either `` or '' as an alternative to `"'.
stdin:675:27:18:Use either `` or '' as an alternative to `"'.
stdin:679:21:36:You should put a space in front of parenthesis.
stdin:679:30:36:You should put a space in front of parenthesis.
stdin:680:13:36:You should put a space in front of parenthesis.
stdin:680:40:36:You should put a space in front of parenthesis.
stdin:680:44:36:You should put a space in front of parenthesis.
stdin:680:64:36:You should put a space in front of parenthesis.
stdin:681:15:36:You should put a space in front of parenthesis.
stdin:681:16:18:Use either `` or '' as an alternative to `"'.
stdin:681:26:18:Use either `` or '' as an alternative to `"'.
stdin:682:15:36:You should put a space in front of parenthesis.
stdin:682:16:18:Use either `` or '' as an alternative to `"'.
stdin:682:39:18:Use either `` or '' as an alternative to `"'.
stdin:683:16:36:You should put a space in front of parenthesis.
stdin:683:29:36:You should put a space in front of parenthesis.
stdin:683:89:18:Use either `` or '' as an alternative to `"'.
stdin:683:95:18:Use either `` or '' as an alternative to `"'.
stdin:686:21:36:You should put a space in front of parenthesis.
stdin:686:30:36:You should put a space in front of parenthesis.
stdin:687:13:36:You should put a space in front of parenthesis.
stdin:687:40:36:You should put a space in front of parenthesis.
stdin:687:44:36:You should put a space in front of parenthesis.
stdin:687:64:36:You should put a space in front of parenthesis.
stdin:688:15:36:You should put a space in front of parenthesis.
stdin:688:16:18:Use either `` or '' as an alternative to `"'.
stdin:688:26:18:Use either `` or '' as an alternative to `"'.
stdin:689:15:36:You should put a space in front of parenthesis.
stdin:689:16:18:Use either `` or '' as an alternative to `"'.
stdin:689:40:18:Use either `` or '' as an alternative to `"'.
stdin:690:16:36:You should put a space in front of parenthesis.
stdin:690:29:36:You should put a space in front of parenthesis.
stdin:690:90:18:Use either `` or '' as an alternative to `"'.
stdin:690:96:18:Use either `` or '' as an alternative to `"'.
stdin:693:21:36:You should put a space in front of parenthesis.
stdin:693:30:36:You should put a space in front of parenthesis.
stdin:694:13:36:You should put a space in front of parenthesis.
stdin:694:40:36:You should put a space in front of parenthesis.
stdin:694:44:36:You should put a space in front of parenthesis.
stdin:694:64:36:You should put a space in front of parenthesis.
stdin:695:15:36:You should put a space in front of parenthesis.
stdin:695:16:18:Use either `` or '' as an alternative to `"'.
stdin:695:26:18:Use either `` or '' as an alternative to `"'.
stdin:696:15:36:You should put a space in front of parenthesis.
stdin:696:16:18:Use either `` or '' as an alternative to `"'.
stdin:696:40:18:Use either `` or '' as an alternative to `"'.
stdin:697:16:36:You should put a space in front of parenthesis.
stdin:697:29:36:You should put a space in front of parenthesis.
stdin:697:90:18:Use either `` or '' as an alternative to `"'.
stdin:697:96:18:Use either `` or '' as an alternative to `"'.
stdin:699:21:36:You should put a space in front of parenthesis.
stdin:699:30:36:You should put a space in front of parenthesis.
stdin:700:13:36:You should put a space in front of parenthesis.
stdin:700:29:36:You should put a space in front of parenthesis.
stdin:700:44:36:You should put a space in front of parenthesis.
stdin:700:48:36:You should put a space in front of parenthesis.
stdin:700:64:36:You should put a space in front of parenthesis.
stdin:700:72:36:You should put a space in front of parenthesis.
stdin:700:88:36:You should put a space in front of parenthesis.
stdin:701:15:36:You should put a space in front of parenthesis.
stdin:701:16:18:Use either `` or '' as an alternative to `"'.
stdin:701:26:18:Use either `` or '' as an alternative to `"'.
stdin:702:15:36:You should put a space in front of parenthesis.
stdin:702:16:18:Use either `` or '' as an alternative to `"'.
stdin:702:46:18:Use either `` or '' as an alternative to `"'.
stdin:703:15:36:You should put a space in front of parenthesis.
stdin:704:16:36:You should put a space in front of parenthesis.
stdin:704:29:36:You should put a space in front of parenthesis.
stdin:704:95:18:Use either `` or '' as an alternative to `"'.
stdin:704:101:18:Use either `` or '' as an alternative to `"'.
stdin:707:31:36:You should put a space in front of parenthesis.
stdin:707:53:36:You should put a space in front of parenthesis.
stdin:708:30:36:You should put a space in front of parenthesis.
stdin:708:56:36:You should put a space in front of parenthesis.
stdin:710:10:36:You should put a space in front of parenthesis.
stdin:710:11:18:Use either `` or '' as an alternative to `"'.
stdin:710:31:18:Use either `` or '' as an alternative to `"'.
stdin:710:39:36:You should put a space in front of parenthesis.
stdin:711:10:36:You should put a space in front of parenthesis.
stdin:711:11:18:Use either `` or '' as an alternative to `"'.
stdin:711:35:18:Use either `` or '' as an alternative to `"'.
stdin:711:43:36:You should put a space in front of parenthesis.
stdin:713:22:26:You ought to remove spaces in front of punctuation.
stdin:713:39:36:You should put a space in front of parenthesis.
stdin:715:25:36:You should put a space in front of parenthesis.
stdin:716:23:36:You should put a space in front of parenthesis.
stdin:717:10:36:You should put a space in front of parenthesis.
stdin:717:11:18:Use either `` or '' as an alternative to `"'.
stdin:717:39:18:Use either `` or '' as an alternative to `"'.
stdin:717:47:36:You should put a space in front of parenthesis.
stdin:720:29:36:You should put a space in front of parenthesis.
stdin:724:34:36:You should put a space in front of parenthesis.
stdin:724:43:36:You should put a space in front of parenthesis.
stdin:725:34:36:You should put a space in front of parenthesis.
stdin:725:44:8:Wrong length of dash may have been used.
stdin:725:52:36:You should put a space in front of parenthesis.
stdin:726:35:36:You should put a space in front of parenthesis.
stdin:727:10:36:You should put a space in front of parenthesis.
stdin:727:11:18:Use either `` or '' as an alternative to `"'.
stdin:727:36:13:Intersentence spacing (`\@') should perhaps be used.
stdin:727:40:18:Use either `` or '' as an alternative to `"'.
stdin:727:48:36:You should put a space in front of parenthesis.
stdin:730:32:36:You should put a space in front of parenthesis.
stdin:730:41:36:You should put a space in front of parenthesis.
stdin:731:32:36:You should put a space in front of parenthesis.
stdin:731:40:8:Wrong length of dash may have been used.
stdin:731:48:36:You should put a space in front of parenthesis.
stdin:732:33:36:You should put a space in front of parenthesis.
stdin:733:10:36:You should put a space in front of parenthesis.
stdin:733:11:18:Use either `` or '' as an alternative to `"'.
stdin:733:34:13:Intersentence spacing (`\@') should perhaps be used.
stdin:733:40:18:Use either `` or '' as an alternative to `"'.
stdin:733:48:36:You should put a space in front of parenthesis.
stdin:739:10:36:You should put a space in front of parenthesis.
stdin:739:11:18:Use either `` or '' as an alternative to `"'.
stdin:739:27:18:Use either `` or '' as an alternative to `"'.
stdin:740:10:36:You should put a space in front of parenthesis.
stdin:740:11:18:Use either `` or '' as an alternative to `"'.
stdin:740:24:18:Use either `` or '' as an alternative to `"'.
stdin:741:10:36:You should put a space in front of parenthesis.
stdin:741:11:18:Use either `` or '' as an alternative to `"'.
stdin:741:27:18:Use either `` or '' as an alternative to `"'.
stdin:743:16:36:You should put a space in front of parenthesis.
stdin:744:16:36:You should put a space in front of parenthesis.
stdin:745:18:36:You should put a space in front of parenthesis.
stdin:746:29:36:You should put a space in front of parenthesis.
stdin:754:21:36:You should put a space in front of parenthesis.
stdin:757:20:36:You should put a space in front of parenthesis.
stdin:759:43:36:You should put a space in front of parenthesis.
stdin:762:32:36:You should put a space in front of parenthesis.
stdin:768:25:36:You should put a space in front of parenthesis.
stdin:768:34:36:You should put a space in front of parenthesis.
stdin:771:21:36:You should put a space in front of parenthesis.
stdin:771:32:36:You should put a space in front of parenthesis.
stdin:771:40:36:You should put a space in front of parenthesis.
stdin:777:23:36:You should put a space in front of parenthesis.
stdin:777:32:36:You should put a space in front of parenthesis.
stdin:780:19:36:You should put a space in front of parenthesis.
stdin:780:30:36:You should put a space in front of parenthesis.
stdin:780:38:36:You should put a space in front of parenthesis.
stdin:783:27:36:You should put a space in front of parenthesis.
stdin:787:34:36:You should put a space in front of parenthesis.
stdin:787:43:36:You should put a space in front of parenthesis.
stdin:788:34:36:You should put a space in front of parenthesis.
stdin:788:44:8:Wrong length of dash may have been used.
stdin:788:52:36:You should put a space in front of parenthesis.
stdin:789:35:36:You should put a space in front of parenthesis.
stdin:790:10:36:You should put a space in front of parenthesis.
stdin:790:11:18:Use either `` or '' as an alternative to `"'.
stdin:790:36:13:Intersentence spacing (`\@') should perhaps be used.
stdin:790:40:18:Use either `` or '' as an alternative to `"'.
stdin:790:48:36:You should put a space in front of parenthesis.
stdin:793:32:36:You should put a space in front of parenthesis.
stdin:793:41:36:You should put a space in front of parenthesis.
stdin:794:32:36:You should put a space in front of parenthesis.
stdin:794:40:8:Wrong length of dash may have been used.
stdin:794:48:36:You should put a space in front of parenthesis.
stdin:795:33:36:You should put a space in front of parenthesis.
stdin:796:10:36:You should put a space in front of parenthesis.
stdin:796:11:18:Use either `` or '' as an alternative to `"'.
stdin:796:34:13:Intersentence spacing (`\@') should perhaps be used.
stdin:796:40:18:Use either `` or '' as an alternative to `"'.
stdin:796:48:36:You should put a space in front of parenthesis.
stdin:802:10:36:You should put a space in front of parenthesis.
stdin:802:11:18:Use either `` or '' as an alternative to `"'.
stdin:802:27:18:Use either `` or '' as an alternative to `"'.
stdin:803:10:36:You should put a space in front of parenthesis.
stdin:803:11:18:Use either `` or '' as an alternative to `"'.
stdin:803:24:18:Use either `` or '' as an alternative to `"'.
stdin:804:10:36:You should put a space in front of parenthesis.
stdin:804:11:18:Use either `` or '' as an alternative to `"'.
stdin:804:27:18:Use either `` or '' as an alternative to `"'.
stdin:811:19:36:You should put a space in front of parenthesis.
stdin:815:34:36:You should put a space in front of parenthesis.
stdin:815:45:36:You should put a space in front of parenthesis.
stdin:817:23:36:You should put a space in front of parenthesis.
stdin:819:33:36:You should put a space in front of parenthesis.
stdin:819:46:36:You should put a space in front of parenthesis.
stdin:821:23:36:You should put a space in front of parenthesis.
stdin:824:26:36:You should put a space in front of parenthesis.
stdin:827:28:36:You should put a space in front of parenthesis.
stdin:827:38:8:Wrong length of dash may have been used.
stdin:827:47:36:You should put a space in front of parenthesis.
stdin:828:29:36:You should put a space in front of parenthesis.
stdin:829:10:36:You should put a space in front of parenthesis.
stdin:829:11:18:Use either `` or '' as an alternative to `"'.
stdin:829:32:13:Intersentence spacing (`\@') should perhaps be used.
stdin:829:36:18:Use either `` or '' as an alternative to `"'.
stdin:829:44:36:You should put a space in front of parenthesis.
stdin:831:26:36:You should put a space in front of parenthesis.
stdin:831:34:8:Wrong length of dash may have been used.
stdin:831:43:36:You should put a space in front of parenthesis.
stdin:832:27:36:You should put a space in front of parenthesis.
stdin:833:10:36:You should put a space in front of parenthesis.
stdin:833:11:18:Use either `` or '' as an alternative to `"'.
stdin:833:30:13:Intersentence spacing (`\@') should perhaps be used.
stdin:833:34:18:Use either `` or '' as an alternative to `"'.
stdin:833:42:36:You should put a space in front of parenthesis.
stdin:843:22:36:You should put a space in front of parenthesis.
stdin:843:27:37:You should avoid spaces in front of parenthesis.
stdin:846:26:36:You should put a space in front of parenthesis.
stdin:849:28:36:You should put a space in front of parenthesis.
stdin:849:38:8:Wrong length of dash may have been used.
stdin:849:47:36:You should put a space in front of parenthesis.
stdin:850:29:36:You should put a space in front of parenthesis.
stdin:851:10:36:You should put a space in front of parenthesis.
stdin:851:11:18:Use either `` or '' as an alternative to `"'.
stdin:851:32:13:Intersentence spacing (`\@') should perhaps be used.
stdin:851:36:18:Use either `` or '' as an alternative to `"'.
stdin:851:44:36:You should put a space in front of parenthesis.
stdin:853:26:36:You should put a space in front of parenthesis.
stdin:853:34:8:Wrong length of dash may have been used.
stdin:853:43:36:You should put a space in front of parenthesis.
stdin:854:27:36:You should put a space in front of parenthesis.
stdin:855:10:36:You should put a space in front of parenthesis.
stdin:855:11:18:Use either `` or '' as an alternative to `"'.
stdin:855:30:13:Intersentence spacing (`\@') should perhaps be used.
stdin:855:34:18:Use either `` or '' as an alternative to `"'.
stdin:855:42:36:You should put a space in front of parenthesis.
<<<OUTPUT ENDS>>>
(finished - exit code 0) ['/bin/bash', '-c', '''lacheck'' ''/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/23/main.tex''']
<<<OUTPUT STARTS>>>
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/23/main.tex", line 12: possible unwanted space at "{"
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/23/main.tex", line 52: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/23/main.tex", line 58: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/23/main.tex", line 60: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/23/main.tex", line 108: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/23/main.tex", line 136: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/23/main.tex", line 300: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/23/main.tex", line 326: missing `\ ' after "e.g."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/23/main.tex", line 328: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/23/main.tex", line 401: Dots should be ellipsis "..."
<<<OUTPUT ENDS>>>
(finished - exit code 1) ['/bin/bash', '-c', 'proselint ''/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/24/main.tex''']
<<<NO OUTPUT RETURNED>>>
(executable check - failure) redpen
(executable check - failure) vale
(finished - exit code 62) ['/bin/bash', '-c', '''write-good'' ''/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/25/main.tex''']
<<<OUTPUT STARTS>>>
In /var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/25/main.tex
=============
% Don't modify this section unless you know what you're doing!
^^^^^^
"modify" is wordy or unneeded on line 2 at column 8
-------------
mplementation details of several different models created
^^^^^^^
"several" is a weasel word on line 30 at column 46
-------------
and validation sets have been reported and is used to compare the
^^^^^^^^^^^^^
"been reported" may be passive voice on line 35 at column 36
-------------
s have been reported and is used to compare the
^^^^^^^
"is used" may be passive voice on line 35 at column 54
-------------
this assignment can be found in the Appendix.
^^^^^^^^
"be found" may be passive voice on line 37 at column 22
-------------
mean of $y_{train}$ was found to be $-9.139e^{-15}$. We then observe that the
^^^^^^^^^
"was found" may be passive voice on line 48 at column 20
-------------
y_{val}$ is not zero and it was found to be $-0.2160$. The standard
^^^^^^
"it was" is wordy or unneeded on line 49 at column 34
-------------
val}$ is not zero and it was found to be $-0.2160$. The standard
^^^^^^^^^
"was found" may be passive voice on line 49 at column 37
-------------
original population and is used to measure the precision of how
^^^^^^^
"is used" may be passive voice on line 51 at column 39
-------------
SEM from a single sample is expressed using the following: $$ \sigma_M =
^^^^^^^^^^^^
"is expressed" may be passive voice on line 54 at column 29
-------------
the population which is usually unknown, which is why we
^^^^^^^
"usually" can weaken meaning on line 56 at column 46
-------------
mptotically normal (i.e. normally
^^^^^^^^
"normally" can weaken meaning on line 60 at column 62
-------------
ng that each sample mean is considered as an independent
^^^^^^^^^^^^^
"is considered" may be passive voice on line 61 at column 43
-------------
then evaluate the error bars for the true mean $\mu$ of the population as
^^^^^^^^
"evaluate" is wordy or unneeded on line 63 at column 5
-------------
EM on the validation set was found to be $0.01290$. Using
^^^^^^^^^
"was found" may be passive voice on line 67 at column 47
-------------
this we can obtain the error bar on the estimate of the population's true mean a
^^^^^^
"obtain" is wordy or unneeded on line 68 at column 12
-------------
785 items in $y_{train}$ was found to be
^^^^^^^^^
"was found" may be passive voice on line 70 at column 58
-------------
$0.01193$ and we can obtain the error bar on the estimate of the population's tr
^^^^^^
"obtain" is wordy or unneeded on line 71 at column 21
-------------
ure~\ref{fig:q1}, it can be seen that a majority of the first 5785 values
^^^^^^^
"be seen" may be passive voice on line 82 at column 31
-------------
slice data because they are based on a small about of data as there are only 97
^^^^^^^^^
"are based" may be passive voice on line 89 at column 24
-------------
out of data as there are only 97
^^^^
"only" can weaken meaning on line 89 at column 72
-------------
me from the same person. Additionally, by simply looking at the data we
^^^^^^^^^^^^
"Additionally" can weaken meaning on line 91 at column 32
-------------
person. Additionally, by simply looking at the data we
^^^^^^
"simply" can weaken meaning on line 91 at column 49
-------------
y_{train}$ and $y_{val}$ is skewed --- with
^^^^^^^^^
"is skewed" may be passive voice on line 94 at column 61
-------------
dence intervals (CI) can be presented.
^^^^^^^^^^^^
"be presented" may be passive voice on line 97 at column 45
-------------
The input features that were identified as constants were (in 0-based Python
^^^^^^^^^^^^^^^
"were identified" may be passive voice on line 101 at column 24
-------------
the input features that were identified as
^^^^^^^^^^^^^^^
"were identified" may be passive voice on line 102 at column 62
-------------
these features were removed from the training, validation, and test sets.
^^^^^^^^^^^^
"were removed" may be passive voice on line 104 at column 15
-------------
ot the same but they are very close. When estimating
^^^^
"very" is a weasel word and can weaken meaning on line 129 at column 49
-------------
f the model OLS seeks to minimize the sum of the
^^^^^^^^
"minimize" is wordy or unneeded on line 130 at column 50
-------------
radient information. The minimize function used for
^^^^^^^^
"minimize" is wordy or unneeded on line 133 at column 54
-------------
memory.Moreover, the objective function is a convex function (i.e. the local
^^^^^^^^^
"objective" is wordy or unneeded on line 136 at column 21
-------------
in the objective function with the same parameter values provided an appropriate
^^^^^^^^^
"objective" is wordy or unneeded on line 138 at column 7
-------------
learning rate is used for the gradient descent approach. By default the `L-BFBS'
^^^^^^^
"is used" may be passive voice on line 139 at column 14
-------------
in PCA, a scree plot can be used as shown in Figure~\ref{fig:q3}. The red line
^^^^^^^
"be used" may be passive voice on line 155 at column 25
-------------
fig:q3}, we can see that approximately 56\% of the variance is
^^^^^^^^^^^^^
"approximately" can weaken meaning on line 164 at column 42
-------------
ely 56\% of the variance is
^^^^^^^^^^^
"is
captured" may be passive voice on line 164 at column 77
-------------
see that a lot of values are concentrated around (or is)
^^^^^^^^^^^^^^^^
"are concentrated" may be passive voice on line 190 at column 47
-------------
values around -0.2 and a few ranging from 0 to 1.15.
^^^
"few" is a weasel word on line 191 at column 40
-------------
majority of the values (approximately 80\%)
^^^^^^^^^^^^^
"approximately" can weaken meaning on line 218 at column 61
-------------
original dataset and the additional binary features
^^^^^^^^^^
"additional" is wordy or unneeded on line 250 at column 49
-------------
some of this information is
^^^^^^^
"is
lost" may be passive voice on line 288 at column 78
-------------
t setting the parameters are initialized with small random values, whereas
^^^^^^^^^^^^^^^
"are initialized" may be passive voice on line 297 at column 29
-------------
d setting the parameters are initialized using the fits made in the
^^^^^^^^^^^^^^^
"are initialized" may be passive voice on line 298 at column 37
-------------
ction. The model here is similar to the one in the previous section
^^^^^^^^^^
"similar to" is wordy or unneeded on line 299 at column 36
-------------
previous model these were fit ``independently'. Fitting parameters jointly
^^^^^^^^
"were fit" may be passive voice on line 301 at column 21
-------------
avoids assigning multiple features with high probabilities for a sample as in
^^^^^^^^
"multiple" is wordy or unneeded on line 302 at column 17
-------------
ation strategies. It can be seen that both initialization strategies
^^^^^^^
"be seen" may be passive voice on line 318 at column 34
-------------
$\alpha=10$). However, this is not the case in real-world machine learning
^^^^^^^
"However" is wordy or unneeded on line 329 at column 14
-------------
scenarios and usually perform a grid-search over the set of hyperparameters to
^^^^^^^
"usually" can weaken meaning on line 330 at column 14
-------------
find the ones that minimize the validation error. We could apply the same
^^^^^^^^
"minimize" is wordy or unneeded on line 331 at column 19
-------------
# Evaluate mean, standard deviation, and standard error of mean on the
^^^^^^^^
"Evaluate" is wordy or unneeded on line 426 at column 6
-------------
# Evaluate mean, standard deviation, and standard error of mean on the
^^^^^^^^
"Evaluate" is wordy or unneeded on line 434 at column 6
-------------
# Evaluate mean, standard deviation, and standard error of mean on the
^^^^^^^^
"Evaluate" is wordy or unneeded on line 440 at column 6
-------------
alpha = 10
^^^^^
"alpha" is repeated on line 548 at column 4
-------------
# Obtain PCA projection matrix
^^^^^^
"Obtain" is wordy or unneeded on line 599 at column 6
-------------
K = 10
^
"K" is repeated on line 642 at column 4
-------------
# Obtain eigenvalues and eigenvectors
^^^^^^
"Obtain" is wordy or unneeded on line 644 at column 6
-------------
V = V[:, index]
^
"V" is repeated on line 651 at column 4
-------------
ame, '../figures/q3-hist-overall.png'), dpi=300, bbox_inches="tight")
^^^^^^^
"overall" is wordy or unneeded on line 704 at column 58
-------------
References section will be created automatically
^^^^^^^^^^
"be created" may be passive voice on line 863 at column 28
-------------
Note: with this approach it is YOUR responsibility to put them in order
^^^^^
"it is" is wordy or unneeded on line 867 at column 29
<<<OUTPUT ENDS>>>
(finished - exit code 0) ['/bin/bash', '-c', 'chktex -v0 -p stdin -q -I < ''/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/26/main.tex''']
<<<OUTPUT STARTS>>>
stdin:24:26:8:Wrong length of dash may have been used.
stdin:41:13:8:Wrong length of dash may have been used.
stdin:52:60:12:Interword spacing (`\ ') should perhaps be used.
stdin:58:72:12:Interword spacing (`\ ') should perhaps be used.
stdin:60:62:12:Interword spacing (`\ ') should perhaps be used.
stdin:78:2:24:Delete this space to maintain correct pagereferences.
stdin:81:49:26:You ought to remove spaces in front of punctuation.
stdin:106:13:8:Wrong length of dash may have been used.
stdin:108:40:12:Interword spacing (`\ ') should perhaps be used.
stdin:119:2:24:Delete this space to maintain correct pagereferences.
stdin:120:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:121:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:122:49:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:125:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:136:67:12:Interword spacing (`\ ') should perhaps be used.
stdin:143:13:8:Wrong length of dash may have been used.
stdin:162:2:24:Delete this space to maintain correct pagereferences.
stdin:173:2:24:Delete this space to maintain correct pagereferences.
stdin:174:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:175:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:176:65:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:179:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:196:2:24:Delete this space to maintain correct pagereferences.
stdin:214:2:24:Delete this space to maintain correct pagereferences.
stdin:224:2:24:Delete this space to maintain correct pagereferences.
stdin:225:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:226:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:227:25:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:230:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:241:2:24:Delete this space to maintain correct pagereferences.
stdin:242:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:243:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:244:49:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:245:62:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:259:13:8:Wrong length of dash may have been used.
stdin:273:2:24:Delete this space to maintain correct pagereferences.
stdin:274:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:275:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:276:49:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:277:78:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:292:13:8:Wrong length of dash may have been used.
stdin:300:46:12:Interword spacing (`\ ') should perhaps be used.
stdin:308:2:24:Delete this space to maintain correct pagereferences.
stdin:309:3:44:User Regex: -2:Vertical rules in tables are ugly.
stdin:310:5:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:311:64:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:312:54:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:313:65:44:User Regex: -2:Use \toprule, midrule, or \bottomrule from booktabs.
stdin:323:13:8:Wrong length of dash may have been used.
stdin:326:24:12:Interword spacing (`\ ') should perhaps be used.
stdin:328:52:12:Interword spacing (`\ ') should perhaps be used.
stdin:338:23:36:You should put a space in front of parenthesis.
stdin:339:5:18:Use either `` or '' as an alternative to `"'.
stdin:339:6:18:Use either `` or '' as an alternative to `"'.
stdin:339:7:18:Use either `` or '' as an alternative to `"'.
stdin:342:37:36:You should put a space in front of parenthesis.
stdin:347:14:36:You should put a space in front of parenthesis.
stdin:347:23:36:You should put a space in front of parenthesis.
stdin:347:36:8:Wrong length of dash may have been used.
stdin:347:60:36:You should put a space in front of parenthesis.
stdin:357:5:18:Use either `` or '' as an alternative to `"'.
stdin:357:6:18:Use either `` or '' as an alternative to `"'.
stdin:357:7:18:Use either `` or '' as an alternative to `"'.
stdin:360:21:36:You should put a space in front of parenthesis.
stdin:360:34:36:You should put a space in front of parenthesis.
stdin:361:27:36:You should put a space in front of parenthesis.
stdin:364:15:36:You should put a space in front of parenthesis.
stdin:372:19:36:You should put a space in front of parenthesis.
stdin:372:32:36:You should put a space in front of parenthesis.
stdin:375:19:36:You should put a space in front of parenthesis.
stdin:375:28:36:You should put a space in front of parenthesis.
stdin:378:22:36:You should put a space in front of parenthesis.
stdin:378:41:36:You should put a space in front of parenthesis.
stdin:379:19:36:You should put a space in front of parenthesis.
stdin:379:29:36:You should put a space in front of parenthesis.
stdin:382:18:36:You should put a space in front of parenthesis.
stdin:385:24:36:You should put a space in front of parenthesis.
stdin:389:11:36:You should put a space in front of parenthesis.
stdin:392:17:36:You should put a space in front of parenthesis.
stdin:396:20:36:You should put a space in front of parenthesis.
stdin:397:34:36:You should put a space in front of parenthesis.
stdin:400:16:18:Use either `` or '' as an alternative to `"'.
stdin:400:25:18:Use either `` or '' as an alternative to `"'.
stdin:401:12:18:Use either `` or '' as an alternative to `"'.
stdin:401:25:36:You should put a space in front of parenthesis.
stdin:401:27:11:You should use \ldots to achieve an ellipsis.
stdin:401:32:18:Use either `` or '' as an alternative to `"'.
stdin:402:30:36:You should put a space in front of parenthesis.
stdin:403:28:36:You should put a space in front of parenthesis.
stdin:404:19:36:You should put a space in front of parenthesis.
stdin:422:10:36:You should put a space in front of parenthesis.
stdin:422:11:18:Use either `` or '' as an alternative to `"'.
stdin:422:27:18:Use either `` or '' as an alternative to `"'.
stdin:423:10:36:You should put a space in front of parenthesis.
stdin:423:11:18:Use either `` or '' as an alternative to `"'.
stdin:423:25:18:Use either `` or '' as an alternative to `"'.
stdin:424:10:36:You should put a space in front of parenthesis.
stdin:424:11:18:Use either `` or '' as an alternative to `"'.
stdin:424:27:18:Use either `` or '' as an alternative to `"'.
stdin:429:27:36:You should put a space in front of parenthesis.
stdin:430:25:36:You should put a space in front of parenthesis.
stdin:431:38:36:You should put a space in front of parenthesis.
stdin:432:63:36:You should put a space in front of parenthesis.
stdin:436:34:36:You should put a space in front of parenthesis.
stdin:437:32:36:You should put a space in front of parenthesis.
stdin:438:52:36:You should put a space in front of parenthesis.
stdin:443:25:36:You should put a space in front of parenthesis.
stdin:444:23:36:You should put a space in front of parenthesis.
stdin:445:34:36:You should put a space in front of parenthesis.
stdin:448:10:36:You should put a space in front of parenthesis.
stdin:448:11:18:Use either `` or '' as an alternative to `"'.
stdin:448:31:18:Use either `` or '' as an alternative to `"'.
stdin:448:39:36:You should put a space in front of parenthesis.
stdin:449:10:36:You should put a space in front of parenthesis.
stdin:449:11:18:Use either `` or '' as an alternative to `"'.
stdin:449:36:18:Use either `` or '' as an alternative to `"'.
stdin:449:44:36:You should put a space in front of parenthesis.
stdin:450:10:36:You should put a space in front of parenthesis.
stdin:450:11:18:Use either `` or '' as an alternative to `"'.
stdin:450:34:18:Use either `` or '' as an alternative to `"'.
stdin:450:42:36:You should put a space in front of parenthesis.
stdin:451:10:36:You should put a space in front of parenthesis.
stdin:451:11:18:Use either `` or '' as an alternative to `"'.
stdin:451:27:18:Use either `` or '' as an alternative to `"'.
stdin:451:35:36:You should put a space in front of parenthesis.
stdin:452:10:36:You should put a space in front of parenthesis.
stdin:452:11:18:Use either `` or '' as an alternative to `"'.
stdin:452:29:18:Use either `` or '' as an alternative to `"'.
stdin:452:37:36:You should put a space in front of parenthesis.
stdin:454:10:36:You should put a space in front of parenthesis.
stdin:454:11:18:Use either `` or '' as an alternative to `"'.
stdin:454:38:18:Use either `` or '' as an alternative to `"'.
stdin:454:46:36:You should put a space in front of parenthesis.
stdin:455:10:36:You should put a space in front of parenthesis.
stdin:455:11:18:Use either `` or '' as an alternative to `"'.
stdin:455:41:18:Use either `` or '' as an alternative to `"'.
stdin:455:49:36:You should put a space in front of parenthesis.
stdin:456:10:36:You should put a space in front of parenthesis.
stdin:456:11:18:Use either `` or '' as an alternative to `"'.
stdin:456:34:18:Use either `` or '' as an alternative to `"'.
stdin:456:42:36:You should put a space in front of parenthesis.
stdin:457:10:36:You should put a space in front of parenthesis.
stdin:457:11:18:Use either `` or '' as an alternative to `"'.
stdin:457:36:18:Use either `` or '' as an alternative to `"'.
stdin:457:44:36:You should put a space in front of parenthesis.
stdin:459:10:36:You should put a space in front of parenthesis.
stdin:459:11:18:Use either `` or '' as an alternative to `"'.
stdin:459:29:18:Use either `` or '' as an alternative to `"'.
stdin:459:37:36:You should put a space in front of parenthesis.
stdin:460:10:36:You should put a space in front of parenthesis.
stdin:460:11:18:Use either `` or '' as an alternative to `"'.
stdin:460:26:18:Use either `` or '' as an alternative to `"'.
stdin:460:34:36:You should put a space in front of parenthesis.
stdin:461:10:36:You should put a space in front of parenthesis.
stdin:461:11:18:Use either `` or '' as an alternative to `"'.
stdin:461:25:18:Use either `` or '' as an alternative to `"'.
stdin:461:33:36:You should put a space in front of parenthesis.
stdin:462:10:36:You should put a space in front of parenthesis.
stdin:462:11:18:Use either `` or '' as an alternative to `"'.
stdin:462:27:18:Use either `` or '' as an alternative to `"'.
stdin:462:35:36:You should put a space in front of parenthesis.
stdin:464:18:36:You should put a space in front of parenthesis.
stdin:465:21:36:You should put a space in front of parenthesis.
stdin:465:30:36:You should put a space in front of parenthesis.
stdin:467:26:36:You should put a space in front of parenthesis.
stdin:468:15:36:You should put a space in front of parenthesis.
stdin:469:13:36:You should put a space in front of parenthesis.
stdin:469:33:18:Use either `` or '' as an alternative to `"'.
stdin:469:34:18:Use either `` or '' as an alternative to `"'.
stdin:469:44:18:Use either `` or '' as an alternative to `"'.
stdin:469:46:18:Use either `` or '' as an alternative to `"'.
stdin:470:19:36:You should put a space in front of parenthesis.
stdin:470:20:18:Use either `` or '' as an alternative to `"'.
stdin:470:34:18:Use either `` or '' as an alternative to `"'.
stdin:471:19:36:You should put a space in front of parenthesis.
stdin:471:20:18:Use either `` or '' as an alternative to `"'.
stdin:471:37:18:Use either `` or '' as an alternative to `"'.
stdin:472:17:36:You should put a space in front of parenthesis.
stdin:474:26:36:You should put a space in front of parenthesis.
stdin:475:15:36:You should put a space in front of parenthesis.
stdin:476:13:36:You should put a space in front of parenthesis.
stdin:476:31:18:Use either `` or '' as an alternative to `"'.
stdin:476:32:18:Use either `` or '' as an alternative to `"'.
stdin:476:42:18:Use either `` or '' as an alternative to `"'.
stdin:476:44:18:Use either `` or '' as an alternative to `"'.
stdin:477:19:36:You should put a space in front of parenthesis.
stdin:477:20:18:Use either `` or '' as an alternative to `"'.
stdin:477:34:18:Use either `` or '' as an alternative to `"'.
stdin:478:19:36:You should put a space in front of parenthesis.
stdin:478:20:18:Use either `` or '' as an alternative to `"'.
stdin:478:35:18:Use either `` or '' as an alternative to `"'.
stdin:479:17:36:You should put a space in front of parenthesis.
stdin:481:15:36:You should put a space in front of parenthesis.
stdin:482:16:36:You should put a space in front of parenthesis.
stdin:482:29:36:You should put a space in front of parenthesis.
stdin:482:82:18:Use either `` or '' as an alternative to `"'.
stdin:482:88:18:Use either `` or '' as an alternative to `"'.
stdin:488:10:36:You should put a space in front of parenthesis.
stdin:488:11:18:Use either `` or '' as an alternative to `"'.
stdin:488:27:18:Use either `` or '' as an alternative to `"'.
stdin:489:10:36:You should put a space in front of parenthesis.
stdin:489:11:18:Use either `` or '' as an alternative to `"'.
stdin:489:25:18:Use either `` or '' as an alternative to `"'.
stdin:490:10:36:You should put a space in front of parenthesis.
stdin:490:11:18:Use either `` or '' as an alternative to `"'.
stdin:490:27:18:Use either `` or '' as an alternative to `"'.
stdin:493:10:36:You should put a space in front of parenthesis.
stdin:493:11:18:Use either `` or '' as an alternative to `"'.
stdin:493:29:18:Use either `` or '' as an alternative to `"'.
stdin:493:37:36:You should put a space in front of parenthesis.
stdin:494:10:36:You should put a space in front of parenthesis.
stdin:494:11:18:Use either `` or '' as an alternative to `"'.
stdin:494:27:18:Use either `` or '' as an alternative to `"'.
stdin:494:35:36:You should put a space in front of parenthesis.
stdin:495:10:36:You should put a space in front of parenthesis.
stdin:495:11:18:Use either `` or '' as an alternative to `"'.
stdin:495:30:18:Use either `` or '' as an alternative to `"'.
stdin:495:38:36:You should put a space in front of parenthesis.
stdin:496:38:36:You should put a space in front of parenthesis.
stdin:496:60:26:You ought to remove spaces in front of punctuation.
stdin:497:46:36:You should put a space in front of parenthesis.
stdin:498:36:36:You should put a space in front of parenthesis.
stdin:498:54:26:You ought to remove spaces in front of punctuation.
stdin:499:44:36:You should put a space in front of parenthesis.
stdin:500:37:36:You should put a space in front of parenthesis.
stdin:500:57:26:You ought to remove spaces in front of punctuation.
stdin:501:45:36:You should put a space in front of parenthesis.
stdin:504:58:36:You should put a space in front of parenthesis.
stdin:505:53:36:You should put a space in front of parenthesis.
stdin:507:10:36:You should put a space in front of parenthesis.
stdin:507:11:18:Use either `` or '' as an alternative to `"'.
stdin:507:41:18:Use either `` or '' as an alternative to `"'.
stdin:507:49:36:You should put a space in front of parenthesis.
stdin:508:10:36:You should put a space in front of parenthesis.
stdin:508:11:18:Use either `` or '' as an alternative to `"'.
stdin:508:39:18:Use either `` or '' as an alternative to `"'.
stdin:508:47:36:You should put a space in front of parenthesis.
stdin:509:10:36:You should put a space in front of parenthesis.
stdin:509:11:18:Use either `` or '' as an alternative to `"'.
stdin:509:40:18:Use either `` or '' as an alternative to `"'.
stdin:509:48:36:You should put a space in front of parenthesis.
stdin:510:10:36:You should put a space in front of parenthesis.
stdin:510:11:18:Use either `` or '' as an alternative to `"'.
stdin:510:44:18:Use either `` or '' as an alternative to `"'.
stdin:510:52:36:You should put a space in front of parenthesis.
stdin:513:26:36:You should put a space in front of parenthesis.
stdin:514:24:36:You should put a space in front of parenthesis.
stdin:515:25:36:You should put a space in front of parenthesis.
stdin:516:10:36:You should put a space in front of parenthesis.
stdin:516:11:18:Use either `` or '' as an alternative to `"'.
stdin:516:37:18:Use either `` or '' as an alternative to `"'.
stdin:516:45:36:You should put a space in front of parenthesis.
stdin:517:10:36:You should put a space in front of parenthesis.
stdin:517:11:18:Use either `` or '' as an alternative to `"'.
stdin:517:35:18:Use either `` or '' as an alternative to `"'.
stdin:517:43:36:You should put a space in front of parenthesis.
stdin:518:10:36:You should put a space in front of parenthesis.
stdin:518:11:18:Use either `` or '' as an alternative to `"'.
stdin:518:38:18:Use either `` or '' as an alternative to `"'.
stdin:518:46:36:You should put a space in front of parenthesis.
stdin:522:19:36:You should put a space in front of parenthesis.
stdin:523:23:36:You should put a space in front of parenthesis.
stdin:524:30:36:You should put a space in front of parenthesis.
stdin:525:49:36:You should put a space in front of parenthesis.
stdin:526:10:36:You should put a space in front of parenthesis.
stdin:526:11:18:Use either `` or '' as an alternative to `"'.
stdin:526:42:18:Use either `` or '' as an alternative to `"'.
stdin:526:50:36:You should put a space in front of parenthesis.
stdin:528:34:36:You should put a space in front of parenthesis.
stdin:528:44:36:You should put a space in front of parenthesis.
stdin:529:10:36:You should put a space in front of parenthesis.
stdin:529:11:18:Use either `` or '' as an alternative to `"'.
stdin:529:33:18:Use either `` or '' as an alternative to `"'.
stdin:529:41:36:You should put a space in front of parenthesis.
stdin:531:24:36:You should put a space in front of parenthesis.
stdin:532:22:36:You should put a space in front of parenthesis.
stdin:533:23:36:You should put a space in front of parenthesis.
stdin:535:10:36:You should put a space in front of parenthesis.
stdin:535:11:18:Use either `` or '' as an alternative to `"'.
stdin:535:37:18:Use either `` or '' as an alternative to `"'.
stdin:535:45:36:You should put a space in front of parenthesis.
stdin:536:10:36:You should put a space in front of parenthesis.
stdin:536:11:18:Use either `` or '' as an alternative to `"'.
stdin:536:35:18:Use either `` or '' as an alternative to `"'.
stdin:536:43:36:You should put a space in front of parenthesis.
stdin:537:10:36:You should put a space in front of parenthesis.
stdin:537:11:18:Use either `` or '' as an alternative to `"'.
stdin:537:38:18:Use either `` or '' as an alternative to `"'.
stdin:537:46:36:You should put a space in front of parenthesis.
stdin:543:10:36:You should put a space in front of parenthesis.
stdin:543:11:18:Use either `` or '' as an alternative to `"'.
stdin:543:27:18:Use either `` or '' as an alternative to `"'.
stdin:544:10:36:You should put a space in front of parenthesis.
stdin:544:11:18:Use either `` or '' as an alternative to `"'.
stdin:544:24:18:Use either `` or '' as an alternative to `"'.
stdin:545:10:36:You should put a space in front of parenthesis.
stdin:545:11:18:Use either `` or '' as an alternative to `"'.
stdin:545:27:18:Use either `` or '' as an alternative to `"'.
stdin:551:25:36:You should put a space in front of parenthesis.
stdin:554:46:36:You should put a space in front of parenthesis.
stdin:555:26:36:You should put a space in front of parenthesis.
stdin:559:30:36:You should put a space in front of parenthesis.
stdin:559:39:36:You should put a space in front of parenthesis.
stdin:560:30:36:You should put a space in front of parenthesis.
stdin:560:40:8:Wrong length of dash may have been used.
stdin:560:48:36:You should put a space in front of parenthesis.
stdin:561:31:36:You should put a space in front of parenthesis.
stdin:562:10:36:You should put a space in front of parenthesis.
stdin:562:11:18:Use either `` or '' as an alternative to `"'.
stdin:562:36:13:Intersentence spacing (`\@') should perhaps be used.
stdin:562:40:18:Use either `` or '' as an alternative to `"'.
stdin:562:48:36:You should put a space in front of parenthesis.
stdin:565:28:36:You should put a space in front of parenthesis.
stdin:565:37:36:You should put a space in front of parenthesis.
stdin:566:28:36:You should put a space in front of parenthesis.
stdin:566:36:8:Wrong length of dash may have been used.
stdin:566:44:36:You should put a space in front of parenthesis.
stdin:567:29:36:You should put a space in front of parenthesis.
stdin:568:10:36:You should put a space in front of parenthesis.
stdin:568:11:18:Use either `` or '' as an alternative to `"'.
stdin:568:34:13:Intersentence spacing (`\@') should perhaps be used.
stdin:568:40:18:Use either `` or '' as an alternative to `"'.
stdin:568:48:36:You should put a space in front of parenthesis.
stdin:572:32:36:You should put a space in front of parenthesis.
stdin:572:41:36:You should put a space in front of parenthesis.
stdin:573:32:36:You should put a space in front of parenthesis.
stdin:573:42:8:Wrong length of dash may have been used.
stdin:573:50:36:You should put a space in front of parenthesis.
stdin:574:33:36:You should put a space in front of parenthesis.
stdin:575:10:36:You should put a space in front of parenthesis.
stdin:575:11:18:Use either `` or '' as an alternative to `"'.
stdin:575:41:13:Intersentence spacing (`\@') should perhaps be used.
stdin:575:45:18:Use either `` or '' as an alternative to `"'.
stdin:575:53:36:You should put a space in front of parenthesis.
stdin:578:30:36:You should put a space in front of parenthesis.
stdin:578:39:36:You should put a space in front of parenthesis.
stdin:579:30:36:You should put a space in front of parenthesis.
stdin:579:38:8:Wrong length of dash may have been used.
stdin:579:46:36:You should put a space in front of parenthesis.
stdin:580:31:36:You should put a space in front of parenthesis.
stdin:581:10:36:You should put a space in front of parenthesis.
stdin:581:11:18:Use either `` or '' as an alternative to `"'.
stdin:581:39:13:Intersentence spacing (`\@') should perhaps be used.
stdin:581:45:18:Use either `` or '' as an alternative to `"'.
stdin:581:53:36:You should put a space in front of parenthesis.
stdin:587:10:36:You should put a space in front of parenthesis.
stdin:587:11:18:Use either `` or '' as an alternative to `"'.
stdin:587:27:18:Use either `` or '' as an alternative to `"'.
stdin:588:10:36:You should put a space in front of parenthesis.
stdin:588:11:18:Use either `` or '' as an alternative to `"'.
stdin:588:25:18:Use either `` or '' as an alternative to `"'.
stdin:589:10:36:You should put a space in front of parenthesis.
stdin:589:11:18:Use either `` or '' as an alternative to `"'.
stdin:589:27:18:Use either `` or '' as an alternative to `"'.
stdin:592:25:36:You should put a space in front of parenthesis.
stdin:593:23:36:You should put a space in front of parenthesis.
stdin:596:26:8:Wrong length of dash may have been used.
stdin:597:22:8:Wrong length of dash may have been used.
stdin:600:20:36:You should put a space in front of parenthesis.
stdin:603:25:36:You should put a space in front of parenthesis.
stdin:603:42:26:You ought to remove spaces in front of punctuation.
stdin:604:23:36:You should put a space in front of parenthesis.
stdin:604:38:26:You ought to remove spaces in front of punctuation.
stdin:607:26:36:You should put a space in front of parenthesis.
stdin:607:43:26:You ought to remove spaces in front of punctuation.
stdin:608:24:36:You should put a space in front of parenthesis.
stdin:608:39:26:You ought to remove spaces in front of punctuation.
stdin:611:29:36:You should put a space in front of parenthesis.
stdin:612:30:36:You should put a space in front of parenthesis.
stdin:617:33:36:You should put a space in front of parenthesis.
stdin:617:42:36:You should put a space in front of parenthesis.
stdin:618:33:36:You should put a space in front of parenthesis.
stdin:618:43:8:Wrong length of dash may have been used.
stdin:618:51:36:You should put a space in front of parenthesis.
stdin:619:34:36:You should put a space in front of parenthesis.
stdin:620:10:36:You should put a space in front of parenthesis.
stdin:620:11:18:Use either `` or '' as an alternative to `"'.
stdin:620:47:18:Use either `` or '' as an alternative to `"'.
stdin:620:55:36:You should put a space in front of parenthesis.
stdin:623:31:36:You should put a space in front of parenthesis.
stdin:623:40:36:You should put a space in front of parenthesis.
stdin:624:31:36:You should put a space in front of parenthesis.
stdin:624:39:8:Wrong length of dash may have been used.
stdin:624:47:36:You should put a space in front of parenthesis.
stdin:625:32:36:You should put a space in front of parenthesis.
stdin:626:10:36:You should put a space in front of parenthesis.
stdin:626:11:18:Use either `` or '' as an alternative to `"'.
stdin:626:47:18:Use either `` or '' as an alternative to `"'.
stdin:626:55:36:You should put a space in front of parenthesis.
stdin:629:33:36:You should put a space in front of parenthesis.
stdin:629:42:36:You should put a space in front of parenthesis.
stdin:630:33:36:You should put a space in front of parenthesis.
stdin:630:43:8:Wrong length of dash may have been used.
stdin:630:51:36:You should put a space in front of parenthesis.
stdin:631:34:36:You should put a space in front of parenthesis.
stdin:632:10:36:You should put a space in front of parenthesis.
stdin:632:11:18:Use either `` or '' as an alternative to `"'.
stdin:632:48:18:Use either `` or '' as an alternative to `"'.
stdin:632:56:36:You should put a space in front of parenthesis.
stdin:635:31:36:You should put a space in front of parenthesis.
stdin:635:40:36:You should put a space in front of parenthesis.
stdin:636:31:36:You should put a space in front of parenthesis.
stdin:636:39:8:Wrong length of dash may have been used.
stdin:636:47:36:You should put a space in front of parenthesis.
stdin:637:32:36:You should put a space in front of parenthesis.
stdin:638:10:36:You should put a space in front of parenthesis.
stdin:638:11:18:Use either `` or '' as an alternative to `"'.
stdin:638:48:18:Use either `` or '' as an alternative to `"'.
stdin:638:56:36:You should put a space in front of parenthesis.
stdin:645:25:36:You should put a space in front of parenthesis.
stdin:645:32:36:You should put a space in front of parenthesis.
stdin:648:23:36:You should put a space in front of parenthesis.
stdin:653:19:36:You should put a space in front of parenthesis.
stdin:655:39:36:You should put a space in front of parenthesis.
stdin:657:21:36:You should put a space in front of parenthesis.
stdin:657:30:36:You should put a space in front of parenthesis.
stdin:658:13:36:You should put a space in front of parenthesis.
stdin:658:31:18:Use either `` or '' as an alternative to `"'.
stdin:658:34:18:Use either `` or '' as an alternative to `"'.
stdin:658:43:18:Use either `` or '' as an alternative to `"'.
stdin:658:66:18:Use either `` or '' as an alternative to `"'.
stdin:659:13:36:You should put a space in front of parenthesis.
stdin:659:42:18:Use either `` or '' as an alternative to `"'.
stdin:659:45:18:Use either `` or '' as an alternative to `"'.
stdin:659:54:18:Use either `` or '' as an alternative to `"'.
stdin:659:74:18:Use either `` or '' as an alternative to `"'.
stdin:660:19:36:You should put a space in front of parenthesis.
stdin:661:18:36:You should put a space in front of parenthesis.
stdin:662:18:36:You should put a space in front of parenthesis.
stdin:663:15:36:You should put a space in front of parenthesis.
stdin:663:16:18:Use either `` or '' as an alternative to `"'.
stdin:663:47:18:Use either `` or '' as an alternative to `"'.
stdin:664:15:36:You should put a space in front of parenthesis.
stdin:664:16:18:Use either `` or '' as an alternative to `"'.
stdin:664:25:18:Use either `` or '' as an alternative to `"'.
stdin:665:16:36:You should put a space in front of parenthesis.
stdin:665:17:18:Use either `` or '' as an alternative to `"'.
stdin:665:28:18:Use either `` or '' as an alternative to `"'.
stdin:666:15:36:You should put a space in front of parenthesis.
stdin:667:16:36:You should put a space in front of parenthesis.
stdin:667:29:36:You should put a space in front of parenthesis.
stdin:667:82:18:Use either `` or '' as an alternative to `"'.
stdin:667:88:18:Use either `` or '' as an alternative to `"'.
stdin:673:10:36:You should put a space in front of parenthesis.
stdin:673:11:18:Use either `` or '' as an alternative to `"'.
stdin:673:27:18:Use either `` or '' as an alternative to `"'.
stdin:674:10:36:You should put a space in front of parenthesis.
stdin:674:11:18:Use either `` or '' as an alternative to `"'.
stdin:674:25:18:Use either `` or '' as an alternative to `"'.
stdin:675:10:36:You should put a space in front of parenthesis.
stdin:675:11:18:Use either `` or '' as an alternative to `"'.
stdin:675:27:18:Use either `` or '' as an alternative to `"'.
stdin:679:21:36:You should put a space in front of parenthesis.
stdin:679:30:36:You should put a space in front of parenthesis.
stdin:680:13:36:You should put a space in front of parenthesis.
stdin:680:40:36:You should put a space in front of parenthesis.
stdin:680:44:36:You should put a space in front of parenthesis.
stdin:680:64:36:You should put a space in front of parenthesis.
stdin:681:15:36:You should put a space in front of parenthesis.
stdin:681:16:18:Use either `` or '' as an alternative to `"'.
stdin:681:26:18:Use either `` or '' as an alternative to `"'.
stdin:682:15:36:You should put a space in front of parenthesis.
stdin:682:16:18:Use either `` or '' as an alternative to `"'.
stdin:682:39:18:Use either `` or '' as an alternative to `"'.
stdin:683:16:36:You should put a space in front of parenthesis.
stdin:683:29:36:You should put a space in front of parenthesis.
stdin:683:89:18:Use either `` or '' as an alternative to `"'.
stdin:683:95:18:Use either `` or '' as an alternative to `"'.
stdin:686:21:36:You should put a space in front of parenthesis.
stdin:686:30:36:You should put a space in front of parenthesis.
stdin:687:13:36:You should put a space in front of parenthesis.
stdin:687:40:36:You should put a space in front of parenthesis.
stdin:687:44:36:You should put a space in front of parenthesis.
stdin:687:64:36:You should put a space in front of parenthesis.
stdin:688:15:36:You should put a space in front of parenthesis.
stdin:688:16:18:Use either `` or '' as an alternative to `"'.
stdin:688:26:18:Use either `` or '' as an alternative to `"'.
stdin:689:15:36:You should put a space in front of parenthesis.
stdin:689:16:18:Use either `` or '' as an alternative to `"'.
stdin:689:40:18:Use either `` or '' as an alternative to `"'.
stdin:690:16:36:You should put a space in front of parenthesis.
stdin:690:29:36:You should put a space in front of parenthesis.
stdin:690:90:18:Use either `` or '' as an alternative to `"'.
stdin:690:96:18:Use either `` or '' as an alternative to `"'.
stdin:693:21:36:You should put a space in front of parenthesis.
stdin:693:30:36:You should put a space in front of parenthesis.
stdin:694:13:36:You should put a space in front of parenthesis.
stdin:694:40:36:You should put a space in front of parenthesis.
stdin:694:44:36:You should put a space in front of parenthesis.
stdin:694:64:36:You should put a space in front of parenthesis.
stdin:695:15:36:You should put a space in front of parenthesis.
stdin:695:16:18:Use either `` or '' as an alternative to `"'.
stdin:695:26:18:Use either `` or '' as an alternative to `"'.
stdin:696:15:36:You should put a space in front of parenthesis.
stdin:696:16:18:Use either `` or '' as an alternative to `"'.
stdin:696:40:18:Use either `` or '' as an alternative to `"'.
stdin:697:16:36:You should put a space in front of parenthesis.
stdin:697:29:36:You should put a space in front of parenthesis.
stdin:697:90:18:Use either `` or '' as an alternative to `"'.
stdin:697:96:18:Use either `` or '' as an alternative to `"'.
stdin:699:21:36:You should put a space in front of parenthesis.
stdin:699:30:36:You should put a space in front of parenthesis.
stdin:700:13:36:You should put a space in front of parenthesis.
stdin:700:29:36:You should put a space in front of parenthesis.
stdin:700:44:36:You should put a space in front of parenthesis.
stdin:700:48:36:You should put a space in front of parenthesis.
stdin:700:64:36:You should put a space in front of parenthesis.
stdin:700:72:36:You should put a space in front of parenthesis.
stdin:700:88:36:You should put a space in front of parenthesis.
stdin:701:15:36:You should put a space in front of parenthesis.
stdin:701:16:18:Use either `` or '' as an alternative to `"'.
stdin:701:26:18:Use either `` or '' as an alternative to `"'.
stdin:702:15:36:You should put a space in front of parenthesis.
stdin:702:16:18:Use either `` or '' as an alternative to `"'.
stdin:702:46:18:Use either `` or '' as an alternative to `"'.
stdin:703:15:36:You should put a space in front of parenthesis.
stdin:704:16:36:You should put a space in front of parenthesis.
stdin:704:29:36:You should put a space in front of parenthesis.
stdin:704:95:18:Use either `` or '' as an alternative to `"'.
stdin:704:101:18:Use either `` or '' as an alternative to `"'.
stdin:707:31:36:You should put a space in front of parenthesis.
stdin:707:53:36:You should put a space in front of parenthesis.
stdin:708:30:36:You should put a space in front of parenthesis.
stdin:708:56:36:You should put a space in front of parenthesis.
stdin:710:10:36:You should put a space in front of parenthesis.
stdin:710:11:18:Use either `` or '' as an alternative to `"'.
stdin:710:31:18:Use either `` or '' as an alternative to `"'.
stdin:710:39:36:You should put a space in front of parenthesis.
stdin:711:10:36:You should put a space in front of parenthesis.
stdin:711:11:18:Use either `` or '' as an alternative to `"'.
stdin:711:35:18:Use either `` or '' as an alternative to `"'.
stdin:711:43:36:You should put a space in front of parenthesis.
stdin:713:22:26:You ought to remove spaces in front of punctuation.
stdin:713:39:36:You should put a space in front of parenthesis.
stdin:715:25:36:You should put a space in front of parenthesis.
stdin:716:23:36:You should put a space in front of parenthesis.
stdin:717:10:36:You should put a space in front of parenthesis.
stdin:717:11:18:Use either `` or '' as an alternative to `"'.
stdin:717:39:18:Use either `` or '' as an alternative to `"'.
stdin:717:47:36:You should put a space in front of parenthesis.
stdin:720:29:36:You should put a space in front of parenthesis.
stdin:724:34:36:You should put a space in front of parenthesis.
stdin:724:43:36:You should put a space in front of parenthesis.
stdin:725:34:36:You should put a space in front of parenthesis.
stdin:725:44:8:Wrong length of dash may have been used.
stdin:725:52:36:You should put a space in front of parenthesis.
stdin:726:35:36:You should put a space in front of parenthesis.
stdin:727:10:36:You should put a space in front of parenthesis.
stdin:727:11:18:Use either `` or '' as an alternative to `"'.
stdin:727:36:13:Intersentence spacing (`\@') should perhaps be used.
stdin:727:40:18:Use either `` or '' as an alternative to `"'.
stdin:727:48:36:You should put a space in front of parenthesis.
stdin:730:32:36:You should put a space in front of parenthesis.
stdin:730:41:36:You should put a space in front of parenthesis.
stdin:731:32:36:You should put a space in front of parenthesis.
stdin:731:40:8:Wrong length of dash may have been used.
stdin:731:48:36:You should put a space in front of parenthesis.
stdin:732:33:36:You should put a space in front of parenthesis.
stdin:733:10:36:You should put a space in front of parenthesis.
stdin:733:11:18:Use either `` or '' as an alternative to `"'.
stdin:733:34:13:Intersentence spacing (`\@') should perhaps be used.
stdin:733:40:18:Use either `` or '' as an alternative to `"'.
stdin:733:48:36:You should put a space in front of parenthesis.
stdin:739:10:36:You should put a space in front of parenthesis.
stdin:739:11:18:Use either `` or '' as an alternative to `"'.
stdin:739:27:18:Use either `` or '' as an alternative to `"'.
stdin:740:10:36:You should put a space in front of parenthesis.
stdin:740:11:18:Use either `` or '' as an alternative to `"'.
stdin:740:24:18:Use either `` or '' as an alternative to `"'.
stdin:741:10:36:You should put a space in front of parenthesis.
stdin:741:11:18:Use either `` or '' as an alternative to `"'.
stdin:741:27:18:Use either `` or '' as an alternative to `"'.
stdin:743:16:36:You should put a space in front of parenthesis.
stdin:744:16:36:You should put a space in front of parenthesis.
stdin:745:18:36:You should put a space in front of parenthesis.
stdin:746:29:36:You should put a space in front of parenthesis.
stdin:754:21:36:You should put a space in front of parenthesis.
stdin:757:20:36:You should put a space in front of parenthesis.
stdin:759:43:36:You should put a space in front of parenthesis.
stdin:762:32:36:You should put a space in front of parenthesis.
stdin:768:25:36:You should put a space in front of parenthesis.
stdin:768:34:36:You should put a space in front of parenthesis.
stdin:771:21:36:You should put a space in front of parenthesis.
stdin:771:32:36:You should put a space in front of parenthesis.
stdin:771:40:36:You should put a space in front of parenthesis.
stdin:777:23:36:You should put a space in front of parenthesis.
stdin:777:32:36:You should put a space in front of parenthesis.
stdin:780:19:36:You should put a space in front of parenthesis.
stdin:780:30:36:You should put a space in front of parenthesis.
stdin:780:38:36:You should put a space in front of parenthesis.
stdin:783:27:36:You should put a space in front of parenthesis.
stdin:787:34:36:You should put a space in front of parenthesis.
stdin:787:43:36:You should put a space in front of parenthesis.
stdin:788:34:36:You should put a space in front of parenthesis.
stdin:788:44:8:Wrong length of dash may have been used.
stdin:788:52:36:You should put a space in front of parenthesis.
stdin:789:35:36:You should put a space in front of parenthesis.
stdin:790:10:36:You should put a space in front of parenthesis.
stdin:790:11:18:Use either `` or '' as an alternative to `"'.
stdin:790:36:13:Intersentence spacing (`\@') should perhaps be used.
stdin:790:40:18:Use either `` or '' as an alternative to `"'.
stdin:790:48:36:You should put a space in front of parenthesis.
stdin:793:32:36:You should put a space in front of parenthesis.
stdin:793:41:36:You should put a space in front of parenthesis.
stdin:794:32:36:You should put a space in front of parenthesis.
stdin:794:40:8:Wrong length of dash may have been used.
stdin:794:48:36:You should put a space in front of parenthesis.
stdin:795:33:36:You should put a space in front of parenthesis.
stdin:796:10:36:You should put a space in front of parenthesis.
stdin:796:11:18:Use either `` or '' as an alternative to `"'.
stdin:796:34:13:Intersentence spacing (`\@') should perhaps be used.
stdin:796:40:18:Use either `` or '' as an alternative to `"'.
stdin:796:48:36:You should put a space in front of parenthesis.
stdin:802:10:36:You should put a space in front of parenthesis.
stdin:802:11:18:Use either `` or '' as an alternative to `"'.
stdin:802:27:18:Use either `` or '' as an alternative to `"'.
stdin:803:10:36:You should put a space in front of parenthesis.
stdin:803:11:18:Use either `` or '' as an alternative to `"'.
stdin:803:24:18:Use either `` or '' as an alternative to `"'.
stdin:804:10:36:You should put a space in front of parenthesis.
stdin:804:11:18:Use either `` or '' as an alternative to `"'.
stdin:804:27:18:Use either `` or '' as an alternative to `"'.
stdin:811:19:36:You should put a space in front of parenthesis.
stdin:815:34:36:You should put a space in front of parenthesis.
stdin:815:45:36:You should put a space in front of parenthesis.
stdin:817:23:36:You should put a space in front of parenthesis.
stdin:819:33:36:You should put a space in front of parenthesis.
stdin:819:46:36:You should put a space in front of parenthesis.
stdin:821:23:36:You should put a space in front of parenthesis.
stdin:824:26:36:You should put a space in front of parenthesis.
stdin:827:28:36:You should put a space in front of parenthesis.
stdin:827:38:8:Wrong length of dash may have been used.
stdin:827:47:36:You should put a space in front of parenthesis.
stdin:828:29:36:You should put a space in front of parenthesis.
stdin:829:10:36:You should put a space in front of parenthesis.
stdin:829:11:18:Use either `` or '' as an alternative to `"'.
stdin:829:32:13:Intersentence spacing (`\@') should perhaps be used.
stdin:829:36:18:Use either `` or '' as an alternative to `"'.
stdin:829:44:36:You should put a space in front of parenthesis.
stdin:831:26:36:You should put a space in front of parenthesis.
stdin:831:34:8:Wrong length of dash may have been used.
stdin:831:43:36:You should put a space in front of parenthesis.
stdin:832:27:36:You should put a space in front of parenthesis.
stdin:833:10:36:You should put a space in front of parenthesis.
stdin:833:11:18:Use either `` or '' as an alternative to `"'.
stdin:833:30:13:Intersentence spacing (`\@') should perhaps be used.
stdin:833:34:18:Use either `` or '' as an alternative to `"'.
stdin:833:42:36:You should put a space in front of parenthesis.
stdin:843:22:36:You should put a space in front of parenthesis.
stdin:843:27:37:You should avoid spaces in front of parenthesis.
stdin:846:26:36:You should put a space in front of parenthesis.
stdin:849:28:36:You should put a space in front of parenthesis.
stdin:849:38:8:Wrong length of dash may have been used.
stdin:849:47:36:You should put a space in front of parenthesis.
stdin:850:29:36:You should put a space in front of parenthesis.
stdin:851:10:36:You should put a space in front of parenthesis.
stdin:851:11:18:Use either `` or '' as an alternative to `"'.
stdin:851:32:13:Intersentence spacing (`\@') should perhaps be used.
stdin:851:36:18:Use either `` or '' as an alternative to `"'.
stdin:851:44:36:You should put a space in front of parenthesis.
stdin:853:26:36:You should put a space in front of parenthesis.
stdin:853:34:8:Wrong length of dash may have been used.
stdin:853:43:36:You should put a space in front of parenthesis.
stdin:854:27:36:You should put a space in front of parenthesis.
stdin:855:10:36:You should put a space in front of parenthesis.
stdin:855:11:18:Use either `` or '' as an alternative to `"'.
stdin:855:30:13:Intersentence spacing (`\@') should perhaps be used.
stdin:855:34:18:Use either `` or '' as an alternative to `"'.
stdin:855:42:36:You should put a space in front of parenthesis.
<<<OUTPUT ENDS>>>
(finished - exit code 0) ['/bin/bash', '-c', '''lacheck'' ''/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/27/main.tex''']
<<<OUTPUT STARTS>>>
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/27/main.tex", line 12: possible unwanted space at "{"
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/27/main.tex", line 52: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/27/main.tex", line 58: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/27/main.tex", line 60: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/27/main.tex", line 108: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/27/main.tex", line 136: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/27/main.tex", line 300: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/27/main.tex", line 326: missing `\ ' after "e.g."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/27/main.tex", line 328: missing `\ ' after "i.e."
"/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/27/main.tex", line 401: Dots should be ellipsis "..."
<<<OUTPUT ENDS>>>
(finished - exit code 1) ['/bin/bash', '-c', 'proselint ''/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/28/main.tex''']
<<<NO OUTPUT RETURNED>>>
(executable check - failure) redpen
(executable check - failure) vale
(finished - exit code 62) ['/bin/bash', '-c', '''write-good'' ''/var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/29/main.tex''']
<<<OUTPUT STARTS>>>
In /var/folders/dq/pc9156z1727gxcpzmyydsk6h0000gn/T/vPD5MrQ/29/main.tex
=============
% Don't modify this section unless you know what you're doing!
^^^^^^
"modify" is wordy or unneeded on line 2 at column 8
-------------
mplementation details of several different models created
^^^^^^^
"several" is a weasel word on line 30 at column 46
-------------
and validation sets have been reported and is used to compare the
^^^^^^^^^^^^^
"been reported" may be passive voice on line 35 at column 36
-------------
s have been reported and is used to compare the
^^^^^^^
"is used" may be passive voice on line 35 at column 54
-------------
this assignment can be found in the Appendix.
^^^^^^^^
"be found" may be passive voice on line 37 at column 22
-------------
mean of $y_{train}$ was found to be $-9.139e^{-15}$. We then observe that the
^^^^^^^^^
"was found" may be passive voice on line 48 at column 20
-------------
y_{val}$ is not zero and it was found to be $-0.2160$. The standard
^^^^^^
"it was" is wordy or unneeded on line 49 at column 34
-------------
val}$ is not zero and it was found to be $-0.2160$. The standard
^^^^^^^^^
"was found" may be passive voice on line 49 at column 37
-------------
original population and is used to measure the precision of how
^^^^^^^
"is used" may be passive voice on line 51 at column 39
-------------
SEM from a single sample is expressed using the following: $$ \sigma_M =
^^^^^^^^^^^^
"is expressed" may be passive voice on line 54 at column 29
-------------
the population which is usually unknown, which is why we
^^^^^^^
"usually" can weaken meaning on line 56 at column 46
-------------
mptotically normal (i.e. normally
^^^^^^^^
"normally" can weaken meaning on line 60 at column 62
-------------
ng that each sample mean is considered as an independent
^^^^^^^^^^^^^
"is considered" may be passive voice on line 61 at column 43
-------------
then evaluate the error bars for the true mean $\mu$ of the population as
^^^^^^^^
"evaluate" is wordy or unneeded on line 63 at column 5
-------------
EM on the validation set was found to be $0.01290$. Using
^^^^^^^^^
"was found" may be passive voice on line 67 at column 47
-------------
this we can obtain the error bar on the estimate of the population's true mean a
^^^^^^
"obtain" is wordy or unneeded on line 68 at column 12
-------------
785 items in $y_{train}$ was found to be
^^^^^^^^^
"was found" may be passive voice on line 70 at column 58
-------------
$0.01193$ and we can obtain the error bar on the estimate of the population's tr
^^^^^^
"obtain" is wordy or unneeded on line 71 at column 21
-------------
ure~\ref{fig:q1}, it can be seen that a majority of the first 5785 values
^^^^^^^
"be seen" may be passive voice on line 82 at column 31
-------------
slice data because they are based on a small about of data as there are only 97
^^^^^^^^^
"are based" may be passive voice on line 89 at column 24
-------------
out of data as there are only 97
^^^^
"only" can weaken meaning on line 89 at column 72
-------------
me from the same person. Additionally, by simply looking at the data we
^^^^^^^^^^^^
"Additionally" can weaken meaning on line 91 at column 32
-------------
person. Additionally, by simply looking at the data we
^^^^^^
"simply" can weaken meaning on line 91 at column 49
-------------
y_{train}$ and $y_{val}$ is skewed --- with
^^^^^^^^^
"is skewed" may be passive voice on line 94 at column 61
-------------
dence intervals (CI) can be presented.
^^^^^^^^^^^^
"be presented" may be passive voice on line 97 at column 45
-------------
The input features that were identified as constants were (in 0-based Python
^^^^^^^^^^^^^^^
"were identified" may be passive voice on line 101 at column 24
-------------
the input features that were identified as
^^^^^^^^^^^^^^^
"were identified" may be passive voice on line 102 at column 62
-------------
these features were removed from the training, validation, and test sets.
^^^^^^^^^^^^
"were removed" may be passive voice on line 104 at column 15
-------------
ot the same but they are very close. When estimating
^^^^
"very" is a weasel word and can weaken meaning on line 129 at column 49
-------------
f the model OLS seeks to minimize the sum of the
^^^^^^^^
"minimize" is wordy or unneeded on line 130 at column 50
-------------
radient information. The minimize function used for
^^^^^^^^
"minimize" is wordy or unneeded on line 133 at column 54
-------------
memory.Moreover, the objective function is a convex function (i.e. the local
^^^^^^^^^
"objective" is wordy or unneeded on line 136 at column 21
-------------
in the objective function with the same parameter values provided an appropriate
^^^^^^^^^
"objective" is wordy or unneeded on line 138 at column 7
-------------
learning rate is used for the gradient descent approach. By default the `L-BFBS'
^^^^^^^
"is used" may be passive voice on line 139 at column 14
-------------
in PCA, a scree plot can be used as shown in Figure~\ref{fig:q3}. The red line
^^^^^^^
"be used" may be passive voice on line 155 at column 25
-------------
fig:q3}, we can see that approximately 56\% of the variance is
^^^^^^^^^^^^^
"approximately" can weaken meaning on line 164 at column 42
-------------
ely 56\% of the variance is
^^^^^^^^^^^
"is
captured" may be passive voice on line 164 at column 77
-------------
see that a lot of values are concentrated around (or is)
^^^^^^^^^^^^^^^^
"are concentrated" may be passive voice on line 190 at column 47
-------------
values around -0.2 and a few ranging from 0 to 1.15.
^^^
"few" is a weasel word on line 191 at column 40
-------------
majority of the values (approximately 80\%)
^^^^^^^^^^^^^
"approximately" can weaken meaning on line 218 at column 61
-------------
original dataset and the additional binary features
^^^^^^^^^^
"additional" is wordy or unneeded on line 250 at column 49
-------------
some of this information is
^^^^^^^
"is
lost" may be passive voice on line 288 at column 78
-------------
t setting the parameters are initialized with small random values, whereas
^^^^^^^^^^^^^^^
"are initialized" may be passive voice on line 297 at column 29
-------------
d setting the parameters are initialized using the fits made in the
^^^^^^^^^^^^^^^
"are initialized" may be passive voice on line 298 at column 37
-------------
ction. The model here is similar to the one in the previous section
^^^^^^^^^^
"similar to" is wordy or unneeded on line 299 at column 36
-------------
previous model these were fit ``independently'. Fitting parameters jointly
^^^^^^^^
"were fit" may be passive voice on line 301 at column 21
-------------
avoids assigning multiple features with high probabilities for a sample as in
^^^^^^^^
"multiple" is wordy or unneeded on line 302 at column 17
-------------
ation strategies. It can be seen that both initialization strategies
^^^^^^^
"be seen" may be passive voice on line 318 at column 34
-------------
$\alpha=10$). However, this is not the case in real-world machine learning
^^^^^^^
"However" is wordy or unneeded on line 329 at column 14
-------------
scenarios and usually perform a grid-search over the set of hyperparameters to
^^^^^^^
"usually" can weaken meaning on line 330 at column 14
-------------
find the ones that minimize the validation error. We could apply the same
^^^^^^^^
"minimize" is wordy or unneeded on line 331 at column 19
-------------
# Evaluate mean, standard deviation, and standard error of mean on the
^^^^^^^^
"Evaluate" is wordy or unneeded on line 426 at column 6
-------------
# Evaluate mean, standard deviation, and standard error of mean on the
^^^^^^^^
"Evaluate" is wordy or unneeded on line 434 at column 6
-------------
# Evaluate mean, standard deviation, and standard error of mean on the
^^^^^^^^
"Evaluate" is wordy or unneeded on line 440 at column 6
-------------
alpha = 10
^^^^^
"alpha" is repeated on line 548 at column 4
-------------
# Obtain PCA projection matrix
^^^^^^
"Obtain" is wordy or unneeded on line 599 at column 6
-------------
K = 10
^
"K" is repeated on line 642 at column 4
-------------
# Obtain eigenvalues and eigenvectors
^^^^^^
"Obtain" is wordy or unneeded on line 644 at column 6
-------------
V = V[:, index]
^
"V" is repeated on line 651 at column 4
-------------
ame, '../figures/q3-hist-overall.png'), dpi=300, bbox_inches="tight")
^^^^^^^
"overall" is wordy or unneeded on line 704 at column 58
-------------
References section will be created automatically
^^^^^^^^^^
"be created" may be passive voice on line 863 at column 28
-------------
Note: with this approach it is YOUR responsibility to put them in order
^^^^^
"it is" is wordy or unneeded on line 867 at column 29
<<<OUTPUT ENDS>>>
ALE works asynchronously but only in the sense that job output is waited on by a separate process. Unfortunately, if the separate process sends over a large amount of text (like in this case), Vim just doesn't have the processing power to handle this many events. I'm not sure what the best thing to do about this is, outside of disabling checks that you get often but don't intend on fixing.
You should fix this either by configuring ALE so it tries to display less output, or by configuring our linter so it produces less output. The latter is preferable. If a linter spews out thousands of lines of information, it's essentially useless. Try setting g:ale_max_signs to a small number, as signs are expensive to set. You could try to disable highlights completely.
