Commit Graph

301 Commits

Author SHA1 Message Date
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
Donne Martin
14f3b3e54c Cleaned up notebook. 2015-04-10 11:07:17 -04:00
Donne Martin
ad82bdeefc Cleaned up notebook. 2015-04-10 11:03:00 -04:00
Donne Martin
83cf7b1278 Added snippets for creating sample data. Some code cleanup. 2015-04-10 10:59:16 -04:00
Donne Martin
6b31f9cad7 Moved mrjob and d3distcp to the front of the aws section. 2015-04-10 06:58:32 -04:00
Donne Martin
b546d7d484 Moved numpy section prior to commands section. 2015-04-09 13:48:27 -04:00
Donne Martin
66770a5ebd Added numpy to README. Reordered some sections. 2015-04-09 13:34:15 -04:00
Donne Martin
40300d1a6a Added numpy snippets for creating fake data and adding noise. 2015-04-09 13:30:56 -04:00
Donne Martin
6b6a0dafb8 Added numpy snippets for combining arrays. 2015-04-09 13:29:27 -04:00
Donne Martin
475e930f8e Added numpy snippets for reshaping and in-place editing. 2015-04-09 13:28:09 -04:00
Donne Martin
1f260e392d Added numpy snippets for common array operations. 2015-04-09 13:27:00 -04:00
Donne Martin
eef925653d Added numpy IPython Notebook with snippets for NumPy Arrays, dtypes, and shapes. 2015-04-09 13:25:59 -04:00
Donne Martin
1d9797b5c5 Added references section. 2015-04-09 11:54:01 -04:00
Donne Martin
c4f4a8aae3 Added commands to configure a remote for a fork and to sync a fork. Deleted duplicate git pull origin master call 2015-04-08 08:04:09 -04:00
Donne Martin
360379c72e Added matplotlib kernel density estimation plots. 2015-04-07 15:23:53 -04:00
Donne Martin
2a672bf6b6 Added matplotlib IPython Notebook to README. Tweaked section ordering. Changed Notebook to Notebook(s). 2015-04-06 09:31:03 -04:00
Donne Martin
0069e10997 Added snippets for scatter plots, subplots. 2015-04-06 08:55:32 -04:00
Donne Martin
bf27e997e4 Added snippets for normalized plots. 2015-04-06 08:54:12 -04:00
Donne Martin
9496652892 Added snippets for bar plots, histograms, and using subplot2grid. 2015-04-06 08:52:43 -04:00
Donne Martin
21b19dd12f Added matplotlib IPython Notebook. Contains code to clean data, data will be plotted in the notebook and setting of global params. 2015-04-06 08:51:28 -04:00
Donne Martin
557b76f267 Updated linux section with list of commands. 2015-04-05 08:24:40 -04:00