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Author SHA1 Message Date
Donne Martin
ed347955f2 Updated notebook to v3. 2015-05-14 06:55:28 -04:00
Donne Martin
2bb1b6b0d8 Updated notebook to v3. 2015-05-14 06:55:23 -04:00
Donne Martin
bde82dd137 Updated notebook to v3. 2015-05-14 06:55:14 -04:00
Donne Martin
d0fa667417 Added random forest classifier iPython Notebook. 2015-04-28 17:27:02 -04:00
Donne Martin
ce2749f6c5 Added git command to show log and diff of commit. 2015-04-27 21:16:25 -04:00
Donne Martin
a182edc1d5 Added python logging and pdb notebooks. Tweaked k nearest neighbors hyperlinked text. 2015-04-25 13:57:38 -04:00
Donne Martin
315870fd3c Cleared notebook output. 2015-04-25 13:56:14 -04:00
Donne Martin
9aad90c323 Added snippets of python logging with RotatingFileHandler and TimedRotatingFileHandler. 2015-04-24 19:59:53 -04:00
Donne Martin
5cf7a2f78d Added python pdb frequently used commands. 2015-04-23 06:24:15 -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
dafc74c466 Added svm animated gif. 2015-04-21 07:57:05 -04:00
Donne Martin
9e16a1c8fa Added k means animated gif. 2015-04-21 07:45:10 -04:00
Donne Martin
a0b8633491 Added k nearest neighbors. 2015-04-21 07:44:45 -04:00
Donne Martin
a5c428a96a Tweak description for SVM to include the use of kernels. 2015-04-20 14:16:10 -04:00
Donne Martin
2f9bb60789 Added scikit-learn support vector machine and linear regression notebooks to README. 2015-04-20 14:12:45 -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
195b5d8bae Tweaked hadoop mapreduce descriptions to include mrjob. 2015-04-17 15:26:11 -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
815accffa0 Removed mrjob hadoop mapreduce section, it was moved to its own notebook. 2015-04-16 06:57:46 -04:00
Donne Martin
30e48368e6 Added mapreduce-python to README. 2015-04-15 15:48:33 -04:00
Donne Martin
30b5b68f08 Added missing __init__.py files to kaggle and mapreduce packages. 2015-04-15 15:20:56 -04:00
Donne Martin
0890d2b2dc Added mapreduce with python using mrjob IPython Notebook. 2015-04-15 15:18:15 -04:00
Donne Martin
6109274ff0 Updated notebook to v3. 2015-04-15 14:54:26 -04:00
Donne Martin
06fede5df4 Updated nbviewer links from python-core to python-data. Fixed python and command section images not appearing with their notebooks. 2015-04-15 14:51:31 -04:00
Donne Martin
1f3555ea4f Renamed python-core to python-data. python-core might lead to confusion with CPython. 2015-04-15 14:49:22 -04:00
Donne Martin
47a835f284 Tweaked repo description. Reordered sections. Renamed references to credits. 2015-04-15 14:44:46 -04:00
Donne Martin
8bc825b96d Updated references. Moved scipy above commands. 2015-04-15 13:22:43 -04:00
Donne Martin
b944c3db3b Added index of sections appearing in the notebook. 2015-04-15 13:14:23 -04:00
Donne Martin
16cf27828d Updated link to scikit-learn-intro notebook on nbviewer. 2015-04-15 12:45:21 -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
13dfbad440 Updated notebook to v3. 2015-04-14 14:19:07 -04:00
Donne Martin
d3963b5481 Add anaconda commands to list environments, update packages, and cleanup old packages and tarballs. 2015-04-12 18:39:13 -04:00
Donne Martin
2b043c6c50 Converted notebook to v3. 2015-04-12 18:33:21 -04:00
Donne Martin
ed0fe8c6aa Added IPython magic for loading the contents of a file and for timing. 2015-04-12 18:30:00 -04:00
Donne Martin
3d4f19e594 Added scikit-learn nbviewer link to README. 2015-04-12 14:42:09 -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
97ab3cf219 Moved general matplotlib functionality to the first half of the notebook. Moved kaggle titanic plots to the second half as an 'application' of matplotlib to real world data. 2015-04-10 17:16:25 -04:00
Donne Martin
0d290de780 Added scatter plots. 2015-04-10 11:38:25 -04:00
Donne Martin
642eeaefc7 Added plotting two histograms on the same plot. 2015-04-10 11:35:58 -04:00
Donne Martin
7be7ec8228 Added histograms. 2015-04-10 11:29:05 -04:00
Donne Martin
fec02b0cfc Added seaborn. Added basic plotting with linear and quadratic. 2015-04-10 11:27:57 -04:00