Commit Graph

16 Commits

Author SHA1 Message Date
Donne Martin
d0fa667417 Added random forest classifier iPython Notebook. 2015-04-28 17:27:02 -04:00
Donne Martin
cbdc5fefb9 Added note about overfitting and the need for model validation in the k-nearest neighbors model. 2015-04-22 13:29:07 -04:00
Donne Martin
bc3e4485a3 Added scikit-learn linear regression notebook. 2015-04-19 14:31:20 -04:00
Donne Martin
e82a1364f6 Added scikit-learn svm notebook. 2015-04-18 20:26:01 -04:00
Donne Martin
0ebd99c4e8 Added fig_code from https://github.com/jakevdp/sklearn_pycon2015, which is used in the scikit-learn notebooks. 2015-04-17 14:14:29 -04:00
Donne Martin
7d889503b8 Renamed scikit-learn.ipynb to scikit-learn-intro.ipynb. Will add separate notebooks for various algorithms and machine learning concepts, rather than placing everything in a single notebook. 2015-04-15 12:39:35 -04:00
Donne Martin
3315823b91 Removed SVMs from scikit-learn notebook. Will move SVM snippets to its own notebook. scikit-learn will be renamed to scikit-learn-intro to serve as a brief introduction. 2015-04-15 12:35:19 -04:00
Donne Martin
f80ad931fd Updated notebook to v3. 2015-04-14 14:24:23 -04:00
Donne Martin
1ae23eefa3 Added snippets for support vector machines with kernels. 2015-04-11 16:35:40 -04:00
Donne Martin
1b8670c454 Added snippets for support vector machines. 2015-04-11 16:33:28 -04:00
Donne Martin
208fa3021f Reduced image width for a better fit on nbviewer. 2015-04-11 14:59:15 -04:00
Donne Martin
d084bed860 Added k nearest neighbors algorithm operating on the iris data set. 2015-04-11 14:13:12 -04:00
Donne Martin
b3cff2db6d Added iris data set and quick exploratory data analysis plot. This data set will be used for some upcoming machine learning algorithms. 2015-04-11 14:09:35 -04:00
Donne Martin
743d1066a0 Added scikit-learn estimators methods. 2015-04-11 14:07:07 -04:00
Donne Martin
542a01ef7e Added initial scikit-learn IPython Notebook. Currently contains the scikit-learn cheat sheet and will evolve to contain more machine learning concepts within scikit-learn. 2015-04-11 14:01:49 -04:00
Donne Martin
c35b79f485 Added scikit-learn skeleton. Marked which projects are under active development and which are coming soon. Removed redundant info. 2015-01-26 09:15:12 -05:00