mjc14 Goto Github PK

pytext

A natural language modeling framework based on PyTorch

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch-openai-transformer-lm

A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

pytorch-pretrained-bert

PyTorch version of Google AI's BERT model with script to load Google's pre-trained models

pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

reinforcement-learning-an-introduction

Python code for Reinforcement Learning: An Introduction

replicating-deepmind

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind

rnnlg

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

seq2seq-chatbot

A theano implementation of the neural conversational model

seq2seq_chatbot_links

Links to the implementations of neural conversational models for different frameworks

snorkel

A system for quickly generating training data with weak supervision

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

stack-lstm-ner

NER system based on stack LSTMs

tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

tagger

Named Entity Recognition Tool

tensor-fsmn

Feedforward Sequential Memory Networks (FSMN) implemented by tensorflow

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于Tensorflow

the-gan-world

Everything about Generative Adversarial Networks

theanolm

TheanoLM is a recurrent neural network language modeling tool implemented using Theano

usersimulator

User Simulation for Task-Completion Dialogues

wassersteingan

wav2letter

Facebook AI Research Automatic Speech Recognition Toolkit

waveglow

A Flow-based Generative Network for Speech Synthesis

weixin_public_corpus

微信公众号语料库

xlm

PyTorch original implementation of Cross-lingual Language Model Pretraining.