Popular GitHub Repositories for Trading Environments

ComfyUI docker images for use in GPU cloud and local environments. Includes AI-Dock base for authentication and improved user experience.

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.

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

Code for Machine Learning for Algorithmic Trading, 2nd edition.

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

FinRL: Financial Reinforcement Learning. ?

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

Open source data anonymization and synthetic data platform for developers. Anonymize your production data and sync it across your environments so that developers can safely use it.

股票AI操盘手：从学习、模拟到实盘，一站式平台。包含股票知识、策略实例、大模型、因子挖掘、传统策略、机器学习、深度学习、强化学习、图网络、高频交易、C++部署和聚宽实例代码等，可以方便学习、模拟及实盘交易

Quant/Algorithm trading resources with an emphasis on Machine Learning

Simplifying reinforcement learning for complex game environments

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

Few-shot image translation method working on unstructured environments. ECCV 2022

C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage

Algorithmic Trading in Python with Machine Learning

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.