Python Package Examples
Here you find easy copy-paste examples of my favourite Python packages.
Builtin modules
| package |
description |
| itertools |
working with lists and generators |
| math |
mathematical functions |
| os |
working with files and directories |
| random |
generating random numbers |
| re |
pattern matching in text |
| sys |
settings of the Python interpreter |
| time |
working with dates and times |
Reading and Writing Files
| package |
description |
| json |
read/write JSON files |
| pydocx |
read Word documents |
| pypdf2 |
merge PDF documents |
| xml |
parse XML files |
| zipfile |
read and write .zip files |
| librosa (external) |
process and analyze sound and music |
Data Science
| package |
description |
| numpy |
fast numerical calculations |
| pandas |
analyze tabular data |
| scipy |
scientific calculations |
| scikit-learn |
Machine Learning |
| RPy2 |
Use R functions from within Python |
| PuLP |
linear equation solver |
| fuzzywuzzy |
fuzzy text search |
| vader |
sentiment analysis |
| statsmodels (external) |
Hypothesis tests and statistical models |
Plotting
Image Processing
| package |
description |
| pillow - image manipulation |
|
| ipythonblocks |
drawing blocks in notebooks |
| pytesseract |
extract text from images (OCR) |
| scikit-image |
Advanced image processing |
| CV2 (external) |
processing camera images and movies |
Databases
| package |
description |
| pymongo |
adapter for the MongoDB NoSQL database |
| sqlite3 |
a simple SQL database |
Web programming
| package |
description |
| BeautifulSoup4 |
parse HTML pages |
| email |
send emails |
| flask |
a simple web server |
| requests |
retrieve web pages |
| OAUTH - authentication |
authentication |
| scrapy (external) |
collect data from entire websites |
User Interfaces
| package |
description |
| curses |
interactive terminal interface |
| tkinter |
graphical user interfaces |
| tqdm |
draw progress bars |
More Libraries
Source
github.com/krother/Python3_Package_Examples
Acknowledgements
Thanks to Emely Henninger for finding a nasty bug in networkx!
License
© 2017 Dr. Kristian Rother ([email protected])
The code is distributed under the conditions of the MIT License. See :::file LICENSE.TXT for details.
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