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allennlp

An open-source NLP research library, built on PyTorch.

annotated-semantic-relationships-datasets

Public and free annotated datasets of relationships between entities/nominals

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-machine-learning

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

brew

brew: Python Ensemble Learning API

category2vec

cluewebextractor

corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

corpusacl

This corpus contains the papers in the proceedings of ACL from 2000 to 2011.

cotrain

Vanilla co-training algorithm

crfsuite

CRFsuite: a fast implementation of Conditional Random Fields (CRFs)

crfsuite-1

Tree-Structured, First- and Higher-Order Linear Chain, and Semi-Markov CRFs

crfsuitetagger

A sequential tagger built around the pycrfsuite wrapper for CRFSuite.

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

cs230-stanford.github.io

deeplearning4j

Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark - From Skymind

deeplearningfornlpinpytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

deeplearningmovies

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

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

deepscholar

AI-Powered Search Engine for Scholarly Papers

dynet_tutorial_examples

Tutorial on "Practical Neural Networks for NLP: From Theory to Code" at EMNLP 2016

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

fasttext

Library for fast text representation and classification.

gensim

Topic Modelling for Humans

glore

Global Relation Embedding for Relation Extraction

glove-python

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

hadoop-book

Example source code accompanying O'Reilly's "Hadoop: The Definitive Guide" by Tom White

hyperopt-sklearn

Hyper-parameter optimization for sklearn

kind-pytorch-tutorial

Kind PyTorch Tutorial for beginners