From e613546e2fa079f3033b16c8a36887c218c67b65 Mon Sep 17 00:00:00 2001 From: Ajinkya Date: Thu, 4 Dec 2014 22:35:04 -0800 Subject: [PATCH 1/3] adding pylearn2 and theano to python resources list --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 2c9d5de2..4456aec5 100644 --- a/README.md +++ b/README.md @@ -172,6 +172,8 @@ _More Libraries can be found in related [specialiaztions](https://github.com/dat * **Machine Learning Packages** * [scikit-learn](http://bit.ly/py-scikit) - Tools for Data Mining & Analysis + * [theano](http://deeplearning.net/software/theano/) - Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. + * [pylearn2](http://deeplearning.net/software/pylearn2/) - Pylearn2 is a machine learning library. Most of its functionality is built on top of Theano. * **Networks Packages** * [networkx](http://bit.ly/py-networkx) - Network Modeling & Viz From 0b10a925ac7031f6ade6f84f97a60d52541d400c Mon Sep 17 00:00:00 2001 From: Ajinkya Date: Thu, 4 Dec 2014 22:46:25 -0800 Subject: [PATCH 2/3] adding 2 hastie stats books --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 4456aec5..cdb5ca88 100644 --- a/README.md +++ b/README.md @@ -65,6 +65,8 @@ Out of personal preference and need for focus, I geared the original curriculum * Linear Programming (Math 407) [University of Washington / Course](http://bit.ly/course-uw-linearprogramming) * **Statistics** + * [The Elements of Statistical Learning](http://statweb.stanford.edu/~tibs/ElemStatLearn/download.html) + * [An Introduction to Statistical Learning](http://web.stanford.edu/~hastie/pub.htm) * Statistics I [Princeton / Coursera](http://bit.ly/course-princeton-stats) * Stats in a Nutshell [Book ```$29```](http://amzn.to/1iMnx2X) * Think Stats: Probability and Statistics for Programmers [Digital](http://bit.ly/ebook-thinkstats) & [Book ```$25```](http://amzn.to/RcVnTf) From 2bad1026fbe3a3858da95b338f55649a60d4bff1 Mon Sep 17 00:00:00 2001 From: Ajinkya Kale Date: Fri, 5 Dec 2014 09:54:13 -0800 Subject: [PATCH 3/3] reverting theano and pylearn2 as they exist in specializations --- README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/README.md b/README.md index cdb5ca88..02c9a61a 100644 --- a/README.md +++ b/README.md @@ -174,8 +174,6 @@ _More Libraries can be found in related [specialiaztions](https://github.com/dat * **Machine Learning Packages** * [scikit-learn](http://bit.ly/py-scikit) - Tools for Data Mining & Analysis - * [theano](http://deeplearning.net/software/theano/) - Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. - * [pylearn2](http://deeplearning.net/software/pylearn2/) - Pylearn2 is a machine learning library. Most of its functionality is built on top of Theano. * **Networks Packages** * [networkx](http://bit.ly/py-networkx) - Network Modeling & Viz