112 Commits

Author	SHA1	Message	Date
Donne Martin	c9acca19f7	Fixed nbviewer links for random sampling and hypothesis testing.	2015-07-05 07:23:33 -04:00
Donne Martin	e1259144ab	Moved statistical inference section below scikit-learn section.	2015-07-04 08:36:49 -04:00
Donne Martin	8b688c6617	Added brief SciPy description from http://docs.scipy.org/doc/scipy/reference/tutorial/general.html.	2015-07-04 08:32:54 -04:00
Donne Martin	b506b5aff2	Added the following to the statistical inference scipy section: effect size, random sampling, and hypothesis testing.	2015-07-04 08:26:16 -04:00
Donne Martin	c7cfd5b42f	Updated repo name for install instructions.	2015-07-04 07:35:21 -04:00
Donne Martin	172bcdd9ec	Moved repo animation to the top so that it is visible on mobile devices without having to expand the entire README.	2015-06-26 09:05:44 -04:00
Donne Martin	720a832184	Added note about notebooks being tested with Python 2.7.x.	2015-06-26 09:01:49 -04:00
Donne Martin	cdab604e9a	Added contributions section.	2015-06-23 22:27:14 -04:00
Donne Martin	aaf4141a36	Added links to Pelican, Pyramid, Flask, Bottle. Mentioned Tornado as an alternative.	2015-06-16 07:31:57 -04:00
Donne Martin	c12171762c	Fixed #1, added mention of Disco Project to MapReduce section.	2015-06-16 07:23:14 -04:00
Donne Martin	508d2b6c19	Updated LICENSE to include notice of third party content.	2015-06-14 10:13:00 -04:00
Donne Martin	44fefa8cfe	Added customer churn analysis.	2015-06-14 06:34:33 -04:00
Donne Martin	9a7522e1be	Added regex reference to README.	2015-06-14 06:32:27 -04:00
Donne Martin	944bdef5c9	Applied the following discussed in the README to notebooks themselves vs the actual README links to the notebooks: Some notebooks I reference were created by other authors, who are credited within their notebook(s) by providing their names and/or a link to their source.	2015-06-14 06:26:34 -04:00
Donne Martin	1bf68e0689	Combined pandas notebooks until pandas I/O and pandas cleaning are further developed.	2015-06-12 20:51:00 -04:00
Donne Martin	0f7fa880a5	Tweaked Jekyll and Django descriptions, noting alternatives.	2015-06-12 20:25:58 -04:00
Donne Martin	083bf2fe6d	Tweaked repo intro description.	2015-06-11 11:02:06 -04:00
Donne Martin	2b2d4cf112	Added matplotlib applied notebook, with visualizations appied to Kaggle competitions for exploratory data analysis. This was separated from the original matplotlib notebook that contained both general functionality and the applied section.	2015-06-11 07:17:52 -04:00
Donne Martin	c0b8c9b764	Follow-up to previous commit: Tweaked repo intro to help clarify which notebooks I created vs those I reference from other authors.	2015-06-11 07:13:50 -04:00
Donne Martin	fdb26534c6	Tweaked repo intro to help clarify which notebooks I created vs those I reference from other authors.	2015-06-11 06:58:21 -04:00
Donne Martin	3d85970eb5	Added Django commands.	2015-06-10 16:40:21 -04:00
Donne Martin	f60e5042b4	Added scikit-learn gaussian mixture models notebook.	2015-06-08 22:00:57 -04:00
Donne Martin	62c36b125b	Added contact info to README.	2015-06-07 06:59:14 -04:00
Donne Martin	cf55d05672	Removed double reference to PyCon 2015 Scikit-learn Tutorial.	2015-06-05 20:55:42 -04:00
Donne Martin	be83710392	Added more graphics. Tweaked intro.	2015-06-05 20:54:05 -04:00
Donne Martin	16be523a6a	Updated README graphic.	2015-06-05 20:28:01 -04:00
Donne Martin	0bcc5b725e	Added notebook-installation section.	2015-06-05 06:12:19 -04:00
Donne Martin	e1a5d5e62c	Added scikit-learn validation and model selection notebook.	2015-06-04 19:15:53 -04:00
Donne Martin	84014940d9	Tweaked README to include notice of MapReduce notebook Demonstrating mrjob code, unit test, and config file to analyze Amazon S3 bucket logs on Elastic MapReduce.	2015-06-01 20:58:57 -04:00
Donne Martin	2b9e0e8d3a	Updated credits to reflect currently live notebooks. Some references are not yet on GitHub.	2015-05-31 14:09:57 -04:00
Donne Martin	db65fa557d	Updated repo cover image.	2015-05-31 14:06:53 -04:00
Donne Martin	973fe1ba59	Tweaked repo description. Fixed case consistency issues.	2015-05-31 14:05:44 -04:00
Donne Martin	f1c7adf3fa	Fixed case inconsistencies in scikit-learn section.	2015-05-31 10:11:55 -04:00
Donne Martin	d25fe66682	Shortened scikit-learn link labels to improve readability.	2015-05-31 10:09:14 -04:00
Donne Martin	4202b45d1f	Added scikit-learn pca notebook.	2015-05-31 10:06:35 -04:00
Donne Martin	4d5a5f2578	Added scikit-learn k-means clustering notebook.	2015-05-31 10:04:07 -04:00
Donne Martin	7be18f2c75	Fix nbviewer link to random forest notebook.	2015-05-31 10:00:31 -04:00
Donne Martin	b1db90f722	Added scikit-learn random forest notebook.	2015-05-31 09:59:13 -04:00
Donne Martin	a24019419c	Added credits to a few sections. Added some placeholders for future scikit-learn topics.	2015-05-31 09:40:42 -04:00
Donne Martin	1cdb2ae856	Updated nbviewer links based on new repo name.	2015-05-25 16:45:52 -04:00
Donne Martin	0345482dec	Tweaked credits. Updated copyright to current year.	2015-05-25 16:45:10 -04:00
Donne Martin	0efe218aa6	Added index to each set of notebooks.	2015-05-24 11:03:24 -04:00
Donne Martin	a1c5ab1ecb	Added Yhat and Kaggle to the credits section.	2015-05-24 11:02:26 -04:00
Donne Martin	632ec23d89	Tweaked repo name and description.	2015-05-24 11:01:54 -04:00
Donne Martin	954c826138	Swapped pandas and matplotlib section positions.	2015-05-24 11:01:26 -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	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	195b5d8bae	Tweaked hadoop mapreduce descriptions to include mrjob.	2015-04-17 15:26:11 -04:00