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19.5

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

buildingmachinelearningsystemswithpython

Source Code for the book Building Machine Learning Systems with Python

datasci_course_materials

Public repository for course materials for the Data Science at Scale Specialization at Coursera

deep-recursive

Implementation of a deep recursive net over binary parse trees (code for NIPS2014 paper)

deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

doc2vec

Tutorial and review of word2vec / doc2vec

first

glove.py

Python implementation of GloVe word embedding algorithm (Pennington et al., 2014)

lhc2015-dl-tutorial

pylearn2

A Machine Learning library based on Theano

rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

second

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

topcoder

treelstm

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)

twitter-python

Simple example scripts for Twitter data collection with Tweepy in Python

word2vec-sentiments

Tutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")