bqzhu922

acme

A library of reinforcement learning components and agents

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-google-colab

Google Colaboratory Notebooks and Repositories

CoFiPruning

ACL'22: Structured Pruning Learns Compact and Accurate Models

DeepRec

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

DRL4Recsys

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

espnet

End-to-End Speech Processing Toolkit

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

garage

A toolkit for reproducible reinforcement learning research

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

icefall

kaldi-io-for-python

Python functions for reading kaldi data formats. Useful for rapid prototyping with python.

learn-regex

Learn regex the easy way

LeetCode-Go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

lhotse

Tools for handling speech data in machine learning projects.

Model_Log

Model Log 是一款基于 Python3 的轻量级机器学习(Machine Learning)、深度学习(Deep Learning)模型训练评估指标可视化工具，可以记录模型训练过程当中的超参数、Loss、Accuracy、Precision、F1值等，并以曲线图的形式进行展现对比，轻松三步即可实现。

nni

An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning.

Otto

Otto makes machine learning an intuitive, natural language experience.🏆 Facebook AI Challenge winner

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-distributed

A quickstart and benchmark for pytorch distributed training.

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

rlpyt

Reinforcement Learning in PyTorch

SmartTaskbar

A lightweight utility which can automatically switch the display state of the Windows Taskbar.

STAM-pytorch

Pytorch implementation of "spectro-temporal attention-based voice activity detection"

stanza

Official Stanford NLP Python Library for Many Human Languages

tomato-clock

Pomodoro 番茄工作法 https://en.wikipedia.org/wiki/Pomodoro_Technique

wenet

Production First and Production Ready End-to-End Speech Recognition Toolkit