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aclpub

The official tool for creating proceedings for conferences of the Association for Computational Linguistics (ACL).

allennlp

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

bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

breze

Breze with all the stuff.

caffe

Caffe: a fast open framework for deep learning.

cnn_sentence

CNNs for sentence classification

cove

cs231n.github.io

Public facing notes page

dataset-sts

Semantic Text Similarity Dataset Hub

dcgan_code

Deep Convolutional Generative Adversarial Networks

deep_srl

Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next

deeplearningfornlpinpytorch

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

deepnlp-models-pytorch

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

emnlp2017-bilstm-cnn-crf

examples

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

ganhacks

starter from "How to Train a GAN?" at NIPS2016

guesswhat

GuessWhat?! Baselines

gym

A toolkit for developing and comparing reinforcement learning algorithms.

lime

Lime: Explaining the predictions of any machine learning classifier

mac-network

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

neural-editor

Repository for "Generating Sentences by Editing Prototypes"

opennmt-py

Open Source Neural Machine Translation in PyTorch

ppgn

Code for paper "Plug and Play Generative Networks"

pythia

A modular framework for Visual Question Answering research by the FAIR A-STAR team

pytorch-seq2seq

pytorch-seq2seq is a framework for sequence-to-sequence (seq2seq) models in PyTorch.

rationale-cnn

This repository implements the model from paper: Rationale-Augmented Convolutional Neural Networks for Text Classification

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

schangpi.github.io

senteval

A python tool for evaluating the quality of sentence embeddings.