ytsvetko

tensorflow

An Open Source Machine Learning Framework for Everyone

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

autograd

Efficiently computes derivatives of numpy code.

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

Lasagne

Lightweight library to build and train neural networks in Theano

dynet

DyNet: The Dynamic Neural Network Toolkit

nmslib

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

MUSE

A library for Multilingual Unsupervised or Supervised word Embeddings

Style-Transfer-in-Text

Paper List for Style Transfer in Text

dynet_tutorial_examples

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

udify

A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.

wang2vec

Extension of the original word2vec using different architectures

seq2seq-con

Implementation of "Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs"

Theano_Tutorial

ethics-reading-list

A list of ethics related resources for researchers and practitioners of Natural Language Processing and Computational Linguistics

UltraDeep

Deep Learning library

str2ipa

Pronunciation dictionaries for languages with close-to-phonetic writing systems