Trading multiple stocks using custom gym environment and custom neural network with StableBaselines3.
☆55Mar 20, 2026Updated 7 months ago
Alternatives and similar repositories for MultiStockRLTrading
Users that are interested in MultiStockRLTrading are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆16Jan 11, 2021Updated 5 years ago
- Jiahao Li, Yong Zhang, Xingyu Yang, and Liangwei Chen. "Online portfolio management via deep reinforcement learning with high-frequency d…☆25Jul 8, 2023Updated 3 years ago
- Creating DRL infrastructure for Dynamic Beta with Zipline and Keras☆14Dec 8, 2022Updated 3 years ago
- A highly-customizable OpenAI gym environment to train & evaluate RL agents trading stocks and crypto.☆21Jun 6, 2023Updated 3 years ago
- Tushare数据源，网格策略，年化轻松10%以上；Grid Trading with Tushare; Annual Percentage Rate >10% tested on Ping An Insurance（Group）Company of China sinc…☆13Apr 18, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆14Sep 26, 2022Updated 4 years ago
- ☆48Jul 22, 2019Updated 7 years ago
- ☆11Dec 17, 2018Updated 7 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆106Dec 8, 2022Updated 3 years ago
- Relation-Aware Transformer for Portfolio Policy Learning using Binance provider☆24Apr 6, 2021Updated 5 years ago
- 3rd Place solution for Feedback Prize - Predicting Effective Arguments Kaggle competition☆17Sep 6, 2022Updated 4 years ago
- Pairs Trading using Unsupervised Clustering and Deep Reinforcement Learning☆11Aug 19, 2023Updated 3 years ago
- Combination of Maskable PPO and Recurrent PPO based on the sb3-contrib repository☆12Feb 22, 2023Updated 3 years ago
- Repository for portfolio management using Pytorch, SQLAlchemy and XArray. The management is done using the reinforcement learning algorit…☆28Aug 12, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Exploring Optimal Order Execution in Simulated Limit Order Books☆19Dec 8, 2022Updated 3 years ago
- ☆20Mar 28, 2023Updated 3 years ago
- GRU-PPO for stable-baselines3.☆13Apr 24, 2024Updated 2 years ago
- Optimal Action Space Search (OASS) is an algorithm for path planning problems on directed acyclic graphs (DAG) based on reinforcement lea…☆13Aug 30, 2023Updated 3 years ago
- Computational Dynamics course, MSQE program☆17Apr 22, 2026Updated 6 months ago
- Combines alpha signals using a random forest, and demonstrates solutions to overlapping labels issue (rolling autocorrelation) proposed b…☆10Sep 3, 2026Updated 2 months ago
- A multi-factor investment strategy based on high frequency data and machine learning.☆11Feb 25, 2023Updated 3 years ago
- Exploring actor critic deep reinforcement learning methods for maximizing profits by learning stock trading strategies☆11Mar 24, 2023Updated 3 years ago
- Use of LSTM to predict the implied volatility skew in financial markets☆12Apr 9, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Application of Machine Learning Algorithms to Intraday Stock Trading Based on Demand Zones☆15Jan 16, 2019Updated 7 years ago
- Deep direct reinforcement learning for financial signal representation and trading☆32Oct 7, 2020Updated 6 years ago
- 🐮首创性地运用Transformer+XDEEPFM预测中国A股单只股票每天的涨跌幅！☆15Mar 29, 2021Updated 5 years ago
- ☆102Sep 2, 2018Updated 8 years ago
- WATERMELON: Multi-Agent Reinforcement Learning Based Algorithmic Stock Trading System with GUI Application☆18Sep 8, 2022Updated 4 years ago
- Reinforcement Learning environment for financial portfolio optimization☆12May 27, 2025Updated last year
- Multi-Agent Reinforcement Learning with Stable-Baselines3☆20Dec 3, 2021Updated 4 years ago
- The source code for the paper☆29Jul 3, 2023Updated 3 years ago
- Direct Reinforcement Learning Agent for Portfolio Management Purposes☆25Jan 17, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆14Apr 1, 2019Updated 7 years ago
- ☆44Jan 24, 2023Updated 3 years ago
- GPU-accelerated Ion Linear Particle Accelerator Simulation☆15May 30, 2019Updated 7 years ago
- A PyTorch Lightning template to try out a wide range of ideas on the Ubiquant Market Prediction competition without modifying any code!☆12Mar 24, 2022Updated 4 years ago
- ☆12Sep 29, 2024Updated 2 years ago
- Creating a graph that summarizes correlations between stocks and using a Graph Neural Network to encode that information to be utilized i…☆18May 19, 2023Updated 3 years ago
- ☆17May 30, 2020Updated 6 years ago