MT Evaluation in Many Languages via Zero-Shot Paraphrasing

A static GitHub Pages website that updates based on Google Drive documents.

This is a fork of the awesome Joey-NMT with Reinforcement Learning algorithms like Policy Gradient, MRT and Advantage Actor Critic.

Grokking Deep Reinforcement Learning

Efficient Low-Memory Aligner

YSDA course in Natural Language Processing

displays edit activity on wikipedia

code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Deep Reinforcement Learning For Sequence to Sequence Models

Stupidly-simple speed measurements for Python.

Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"

100 days of algorithms

The Universal Decompositional Semantics (UDS) dataset and the Decomp toolkit

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding a…

Annotated dataset of 100 works of fiction to support tasks in natural language processing and the computational humanities.

What I intend to be an opensource font for dyslexics and for high readability

Language Modeling for Code-Switching

Jotto: The codeword guessing game

A Python toolkit converting pronunciation in enwiktionary xml dump to cmudict format

Sequence-to-sequence model with LSTM encoder/decoders and attention

SRU with length variable sequences (interfaces with PackedSequence)

Estimate conditional word embedding distributions with Bayes-by-Backprop

A LaTeX package for drawing simple timeline diagrams

A cython wrapper from python to C++ to python again