Stars
A Configurable Recommender Systems Simulation Platform
Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym
A curated list of Decision Transformer resources (continually updated)
An Open Source Machine Learning Framework for Everyone
An offline deep reinforcement learning library
Deep Q-Network (DQN) and Fitted Q-Iteration (FQI) tutorial for RL Summer School 2023 and 2026
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games
Transformer in RL for decision-making
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
Trading Pattern Scanner Identifies complex patterns like head and shoulder, wedge and many more.
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Safe Reinforcement Learning in Constrained Markov Decision Processes
Markov Decision Process (MDP) Toolbox for Python
A Python implementation of active inference for Markov Decision Processes
Markov Decision Processes, Dynamic Programming and Reinforcement Learning
Implementation of X/Twitter v1, v2, and GraphQL APIs
豆瓣电影top250、斗鱼爬取json数据以及爬取美女图片、淘宝、有缘、CrawlSpider爬取红娘网相亲人的部分基本信息以及红娘网分布式爬取和存储redis、爬虫小demo、Selenium、爬取多点、django开发接口、爬取有缘网信息、模拟知乎登录、模拟github登录、模拟图虫网登录、爬取多点商城整站数据、爬取微信公众号历史文章、爬取微信群或者微信好友分享的文章、itchat监听指…
《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。
WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.