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Author	SHA1	Message	Date
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
Donne Martin	818cf705c4	Added unit test for sample mrjob mapper and reducer to parse logs on s3.	2015-04-05 08:14:53 -04:00
Donne Martin	8d1d56fc22	Revert README changes b41ba644be and 3d2d550852 regarding whitespace tweaks and moving the section images below the text headers. Images now appear before section text headers.	2015-04-04 09:51:50 -04:00
Donne Martin	b41ba644be	Tweaked whitespace.	2015-04-04 09:31:24 -04:00
Donne Martin	3d2d550852	Moved section images to below section text headers.	2015-04-04 09:27:38 -04:00
Donne Martin	6e2c1fd5d2	Added images for each section. Removed outdated References section--will update in the future.	2015-04-04 08:53:04 -04:00
Donne Martin	bac10f9f61	Added all images shown in README.	2015-04-04 08:50:37 -04:00
Donne Martin	21facbb91f	Add new repo cover image.	2015-04-04 08:36:56 -04:00
Donne Martin	a12fc148ad	Converted pandas and commands sections to use tables for legibility. Fixed a typo in datetime description.	2015-04-04 08:17:13 -04:00
Donne Martin	b23feee87d	Tweaked repo description, reordered spark and aws sections, added tables to python-core section.	2015-04-04 07:37:20 -04:00
Donne Martin	8063018571	Converted notebook links and descriptions to tables for readability.	2015-04-04 07:23:31 -04:00
Donne Martin	2cbff15b57	Added more whitespace to try to improve legibility	2015-04-03 06:38:26 -04:00
Donne Martin	eb7bba9377	Added more detailed descriptions to each notebook in the categories kaggle, aws, and spark.	2015-04-03 06:34:32 -04:00
Donne Martin	1403cf4134	Added sample mrjob mapper and reducer to parse logs on s3 following the standard bucket logging format.	2015-04-03 06:06:46 -04:00
Donne Martin	d4ab154643	Transformed Embarked to dummy variables instead of integer representations. The latter implies ordering, which isn't the case with Embarked.	2015-04-02 23:29:33 -04:00
Donne Martin	011747c17a	Added Spark accumulators snippets.	2015-03-31 21:41:21 -04:00
Donne Martin	7195c5bc82	Added Spark broadcast variables snippets.	2015-03-30 19:01:07 -04:00
Donne Martin	b3fb4ae219	Added Spark streaming with states snippets.	2015-03-29 17:53:52 -04:00
Donne Martin	f316416d88	Fix genders_mapping being recalculated.	2015-03-28 13:47:21 -04:00
Donne Martin	89e04b3a89	Renamed data munging to data wrnagling, fixed spacing between variables passed to confusion_matrix.	2015-03-27 06:36:23 -04:00
Donne Martin	53e0ae41c5	Reduced confusion matrix image, it was too wide and forced a horizontal scroll bar on nbviewer.	2015-03-25 07:56:39 -04:00
Donne Martin	5e38505cd7	Added random forest classification report.	2015-03-23 07:24:12 -04:00
Donne Martin	4c7a3a52a1	Added confusion matrix and accuracy metrics to evaluate the model's performance.	2015-03-22 12:18:51 -04:00
Donne Martin	20ddcd2a01	Added random forest score on training data. Code cleanup.	2015-03-21 10:46:01 -04:00
Donne Martin	bffbb61bc3	Renamed df to df_train to be more explicit of the DataFrame's purpose.	2015-03-20 14:42:05 -04:00