Ethan_xu's starred repositories
awesome-machine-learning-in-compilers
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
SUPERSONIC
SuperSonic, a new open-source framework to allow compiler developers to integrate RL into compilers easily, regardless of their RL expertise.
CompilerGym
Reinforcement learning environments for compiler and program optimization tasks
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
decima-sim
Learning Scheduling Algorithms for Data Processing Clusters
ColossalAI
Making large AI models cheaper, faster and more accessible
pytorch_geometric
Graph Neural Network Library for PyTorch
nlp_paper_study
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
Megatron-LM
Ongoing research training transformer models at scale
NLP_ability
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
gperftools
Main gperftools repository
design-patterns-cpp
C++ Design Patterns
Reinforcement-Learning---Policy-Gradient
the implementation of Policy Gradient
Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction