bqzhu922 Goto Github PK

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

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cherry

PyTorch Reinforcement Learning Framework for Researchers

cofipruning

ACL'22: Structured Pruning Learns Compact and Accurate Models

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

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

eesen

The official repository of the Eesen project

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。

njuthesis-nju-thesis-template

南京大学学位论文(本科/硕士/博士)，毕业论文LaTeX模板

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

pg-is-all-you-need

Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.

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.