Earthring

UniAD

[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving

Time-Series-Library

A Library for Advanced Deep Time Series Models.

iotdb

Apache IoTDB

ChatGLM2-6B

ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

Megatron-LM

Ongoing research training transformer models at scale

batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

magvit

Official JAX implementation of MAGVIT: Masked Generative Video Transformer

FinRL

FinRL: Financial Reinforcement Learning. 🔥

MWM

Masked World Models for Visual Control

twm

Transformer-based World Models

iris

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

Iso-Dream

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

dmc_remastered

A version of the DeepMind Control Suite with randomly generated graphics, for measuring visual generalization in continuous control.

dmcontrol-generalization-benchmark

DMControl Generalization Benchmark

RLSolver

Solvers for NP-hard and NP-complete problems with an emphasis on high-performance GPU computing.

dreamerv2

Mastering Atari with Discrete World Models

qlib

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

THU-Exam-LaTeX-Template

A LaTex Template for THU Examination

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

DRL

Deep Reinforcement Learning

deep_rl

Single-file truly minimal implementation of state-of-the-art reinforcement learning algorithms.

autocut

用文本编辑器剪视频

955.WLB

955 不加班的公司名单 - 工作 955，work–life balance (工作与生活的平衡)

Debiased-Self-Training

Code release of paper Debiased Self-Training for Semi-Supervised Learning (NeurIPS 2022 Oral)

awesome-multi-task-learning

2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

tspgen

TSP benchmark problem generator written in pure R.

mabuc

Simulation code for reference with MABUC article: Bareinboim, Forney, & Pearl (2015)

Nonstationary_Transformers

Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/abs/2205.14415