DevSinghSachan

HITS-Hyperlink-Induced-Topic-Search

CNN_sentence

CNNs for sentence classification

competitive-programming

my foray into the world of competitive programming

Crepe

Text classification from character-level using convolutional networks

cython_lstm

Python LSTM Python library for getting things done quickly, greatly, and without waiting 50 years for compilation

deepdive

DeepDive

deepwalk

DeepWalk - Deep Learning for Graphs

examples

Code examples from the book.

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

ipython_notebooks

learning_to_execute

Learning to Execute

lm_organizer

Unsupervised Language Model centered around binary search

lstm

math_learning

Learning to Discover Efficient Mathematical Identities

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

nn

numerical-mooc

A collaborative educational initiative in computational science and engineering.

Passage

A little library for text analysis with RNNs.

py-rbm

Restricted Boltzmann Machines

pylearn2

A Machine Learning library based on Theano

python-blosc

A Python wrapper for the extremely fast Blosc compression library

python-ftfy

Given Unicode text, make its representation consistent and possibly less broken.

PythonObjectLM

Python implementation of Object Language Model with Cython fast training.

statsmodels

Statsmodels: statistical modeling and econometrics in Python

torch-ntm

A Neural Turing Machine implementation in Torch.

trend_influencer_analysis

Trend Analysis in very basic form

vector-entailment

Evaluating learned-representation compositional vector space semantic models on their ability to perform natural language inference.

wikipedia_ner

Python package for creating labeled examples from wiki dumps

word2vec

Automatically exported from code.google.com/p/word2vec

word_embeddings

Code for the blog post "Making Sense of Word2vec"