Laura Kahn
Laura Kahn
[Sparse Categorical Speed](https://hub.gke.mybinder.org/user/darribas-notebooks-fynsd71b/notebooks/docs/content/model/spint/sparse_categorical_speed.ipynb) ``` x = np.arange(25, 250, 25) plt.plot(x, spcat1, x, spcat1a, x, spcat1b, x, spcat2) plt.legend(('spcat1', 'spcat1a', 'spcat1b', 'spcat2')) plt.title('Speed of Sparse Dummy Functions') plt.xlabel('Sample Size') plt.ylabel('Seconds') ```...
https://pysal.readthedocs.io/en/latest/developers/index.html 
[Sparse Categorical Speed](https://hub.gke.mybinder.org/user/darribas-notebooks-fynsd71b/notebooks/docs/content/model/spint/sparse_categorical_speed.ipynb) ``` spcat1a = [] for n in np.arange(25,250,25): o = np.tile(np.arange(n),n) s = dt.now() b = spcategorical1a(np.array(o)) e = dt.now() spcat1a.append((e-s).total_seconds()) ``` ``` --------------------------------------------------------------------------- NameError Traceback (most...
[sparse_scipy_optim](https://hub.gke.mybinder.org/user/darribas-notebooks-9rhfbljb/notebooks/docs/content/model/spint/sparse_scipy_optim.ipynb) ``` def poiss_loglike(x, data, a): print x return -np.sum(data*np.log(x)-x)*a params = sc.fmin(poiss_loglike, 0, args=(data ,1)) print params ``` ``` File "", line 2 print x ^ SyntaxError: Missing parentheses...
Journey Mapping – On home page (http://pysal.org/) for new users, create a separate user experience (new user/citizen scientist) versus Developer (https://www.optimizely.com/optimization-glossary/user-journey-map/)
[OD Weights](https://hub.gke.mybinder.org/user/darribas-notebooks-q5oqdcc3/notebooks/docs/content/model/spint/OD_weights.ipynb) ``` --------------------------------------------------------------------------- ImportError Traceback (most recent call last) in 1 import pysal as ps ----> 2 from pysal import weights as w 3 import numpy as np 4...
[Dispersion Test](https://hub.gke.mybinder.org/user/darribas-notebooks-g4bs7irh/notebooks/docs/content/model/spint/dispersion_test.ipynb) ``` import os os.chdir('/Users/toshan/dev/pysal/pysal/contrib/spint') from count_model import CountModel import numpy as np import pandas as pd from gravity import Gravity, Production, Attraction, Doubly, BaseGravity import statsmodels.formula.api as smf...
Missing Notebook title for each of the following notebooks: [GLM Speed](http://pysal.org/notebooks/model/spint/glm_speed) [Sparse vs Dense](http://pysal.org/notebooks/model/spint/sparse_vs_dense_grav) [Validate Gravity](http://pysal.org/notebooks/model/spint/validate_gravity) [Local SI](http://pysal.org/notebooks/model/spint/local_SI) [Sparse Categorical](http://pysal.org/notebooks/model/spint/sparse_categorical) [Test_Grav](http://pysal.org/notebooks/model/spint/test_grav) [Sparse_Grav](http://pysal.org/notebooks/model/spint/sparse_grav) [Sparse Categorical Bottleneck](http://pysal.org/notebooks/model/spint/sparse_categorical_bottleneck) [OD Weights](http://pysal.org/notebooks/model/spint/OD_weights) [Sparse Categorical Speed](http://pysal.org/notebooks/model/spint/sparse_categorical_speed)...
[Rank Based Methods Jupyter Notebook](https://hub.gke.mybinder.org/user/darribas-notebooks-fowbjubz/notebooks/docs/content/dynamics/giddy/Rank_based_Methods.ipynb) [Directional Analysis of Dynamic LISAs](https://gke.mybinder.org/v2/gh/darribas/notebooks/master?filepath=docs%2Fcontent%2Fdynamics%2Fgiddy%2Fdirectional.ipynb) [Full Rank Markov and Geographic Rank Markov](https://hub.gke.mybinder.org/user/darribas-notebooks-tdptoyhu/notebooks/docs/content/dynamics/giddy/Rank_Markov.ipynb) [Exploratory Analysis of Spatial Data: Spatial Autocorrelation](https://hub.gke.mybinder.org/user/darribas-notebooks-a4i448zf/notebooks/docs/content/explore/esda/Spatial_Autocorrelation_for_Areal_Unit_Data.ipynb) [Distance Based Statistical Method for Planar...