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993f8fdc49
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141 Commits

Author SHA1 Message Date
Donne Martin
993f8fdc49 Add TensorFlow linear regression notebook. 2015-12-28 07:52:24 -05:00
Donne Martin
a00a1158a7 Add TensorFlow basics notebook. 2015-12-28 07:51:47 -05:00
Donne Martin
1e633218e0 Break up deep learning section into subsections. 
Add subsections for TensorFlow, Theano, and Misc (currently contains Caffe).
 2015-12-27 23:22:47 -05:00
Donne Martin
871db9ec50 Add Theano multilayer perceptrons notebook. 2015-12-27 09:32:55 -05:00
Donne Martin
73baf7a469 Add Theano recurrent neural networks notebook. 2015-12-27 09:31:45 -05:00
Donne Martin
98375d25ec Add Theano logistic regression notebook. 2015-12-27 09:28:26 -05:00
Donne Martin
78efe1b75e Add Theano scan notebook. 2015-12-27 09:27:51 -05:00
Donne Martin
3890c74403 Add Theano intro notebook. 2015-12-27 09:25:19 -05:00
Donne Martin
5172b94e91 Clean up deep learning and SciPy sections. 
Standardized notebook names, added SciPy section header.
 2015-12-27 07:54:31 -05:00
Donne Martin
e43d925206 Re-order sections. 2015-12-27 07:45:47 -05:00
Donne Martin
1ecb764f08 Add TensorFlow lstm notebook. 2015-12-27 07:25:44 -05:00
Donne Martin
89ada5cb96 Add TensorFlow word2vec notebook. 2015-12-27 07:25:04 -05:00
Donne Martin
4f70a5928a Add TensorFlow convolutions notebook. 2015-12-27 07:24:30 -05:00
Donne Martin
a0fe5bc62e Add TensorFlow regularization notebook. 2015-12-27 07:23:53 -05:00
Donne Martin
4c9ffb83e7 Add TensorFlow fullyconnected notebook. 2015-12-27 07:22:58 -05:00
Donne Martin
b6caa1368b Add TensorFlow notmnist notebook. 2015-12-27 07:22:02 -05:00
Donne Martin
c590964cfd Update note on notebooks sources. 2015-12-27 07:16:43 -05:00
Donne Martin
1426c3b7be Add deep dream notebook. 2015-12-27 06:14:42 -05:00
Donne Martin
31c5890595 Added link to Awesome AWS in the AWS section. 2015-10-23 07:20:56 -04:00
Donne Martin
a42a89771d Updated repo intro section. 2015-10-23 07:20:18 -04:00
Donne Martin
882eddba72 Updated SAWS link. 2015-10-17 04:45:20 -04:00
Donne Martin
9e959af6d2 Added SAWS: A Superchaged Command Line Interface (CLI) to AWS section. 2015-10-04 06:39:55 -04:00
Donne Martin
79def1070a Fixed capitalization issue. 2015-08-18 07:04:34 -04:00
Donne Martin
210a04e921 Updated dev-setup link. 2015-07-21 07:32:44 -04:00
Donne Martin
04e5581658 Fixed link anchor for Boto. 2015-07-17 08:15:01 -04:00
Donne Martin
49cf71e672 Fixed #9: Add notebook info for Boto, the official AWS SDK for Python. 2015-07-17 08:12:22 -04:00
Donne Martin
3ab740904f Fixed #8: Add requirements file to help with installation for users who prefer not to use Anaconda. 2015-07-14 07:46:00 -04:00
Donne Martin
2731cdc456 Added link to data developer setup, scripts, and tools repo. 2015-07-10 18:04:54 -04:00
Donne Martin
b783620faa Updated credits section with statistical inference reference. Fixed #5. 2015-07-07 06:24:45 -04:00
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