Building an Agent to Trade with Reinforcement Learning
☆39Dec 29, 2025Updated 3 months ago
Alternatives and similar repositories for rl-finance
Users that are interested in rl-finance are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for thesis project on applying reinforcement learning to algorithmic trading☆34Dec 8, 2022Updated 3 years ago
- Development space for PhD in Finance☆34Mar 28, 2020Updated 6 years ago
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Mar 30, 2019Updated 7 years ago
- Apply different deep learning models to limit order book.☆12Mar 6, 2018Updated 8 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆233Dec 8, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Sep 12, 2019Updated 6 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆320May 18, 2017Updated 8 years ago
- Official implementation of "Predicting Systemic Risk in Financial Systems Using Deep Graph Learning"☆13Sep 12, 2023Updated 2 years ago
- A practice project for machine learning and stop price prediction☆20Sep 11, 2017Updated 8 years ago
- Java library for high frequency portfolio analysis, intraday backtesting and optimization☆20Dec 1, 2016Updated 9 years ago
- A concurrent and possibly highly parallel training environment for Reinforcement Learning Trading Bot☆22Dec 8, 2022Updated 3 years ago
- A Trading environment base on Gym☆83Jun 25, 2019Updated 6 years ago
- In the high-frequency era of trading, orders of stocks can be executed under a millsecond. The information about the thousands of orders …☆10Mar 30, 2016Updated 10 years ago
- Deep q learning on determining buy/sell signal and placing orders☆51May 21, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Binance Limit Order Book Recorder☆16Dec 8, 2022Updated 3 years ago
- A crypto currency live-trading backend for Huobi☆37Aug 14, 2018Updated 7 years ago
- Trading environnement for RL agents, backtesting and training.☆167Jun 21, 2022Updated 3 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Dec 20, 2017Updated 8 years ago
- Forex news trading app built with java and Dukascopy API. Can open multiple orders and manage them during the news event. Includes strate…☆12May 14, 2019Updated 6 years ago
- ☆11Mar 25, 2023Updated 3 years ago
- Implementing features from "Advances in Financial Machine Learning" by Marcos López del Prado in a financial algorithm using Enigma Catal…☆11Jul 13, 2020Updated 5 years ago
- Order Imbalance Trading Simulation R Code☆17Sep 9, 2019Updated 6 years ago
- Applying Reinforcement Learning in Quantitative Trading☆354Feb 14, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Building a High Frequency Trading Engine with Neural Networks☆12Apr 2, 2018Updated 8 years ago
- Reinforcement Learning for finance☆190Apr 7, 2017Updated 9 years ago
- Model-Based RL Demo for Pendulum-v0☆13Jun 16, 2020Updated 5 years ago
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆175Nov 9, 2023Updated 2 years ago
- Repository for teachings on Quant Finance☆51Nov 12, 2019Updated 6 years ago
- Hedging portfolios with reinforcement learning.☆36Aug 2, 2017Updated 8 years ago
- ☆11Mar 19, 2018Updated 8 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Jun 25, 2018Updated 7 years ago
- Machine Learning for Trading☆14Jul 25, 2018Updated 7 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆222Mar 24, 2023Updated 3 years ago
- Create structured financial data in the form of tick, volume, and dollar bars from unstructured tick data. From Marcos Lopez de Prado's A…☆11Jan 26, 2021Updated 5 years ago
- Source code for the course "Deep Reinforcement Learning for High-Frequency Trading" held at the Ukrainian Catholic University / Czech Tec…☆20Sep 11, 2022Updated 3 years ago
- Experiments with algorithmic trading on various cryptocurrencies and tokes using python tools☆44Apr 30, 2021Updated 4 years ago
- Research project on applying deep reinforcement learning to perform financial market predictions. A competitive market maker.☆13Dec 8, 2022Updated 3 years ago
- Convert json descriptions of quant algorithms to verilog HDL.☆13Jul 3, 2020Updated 5 years ago
- trading-agent☆38Dec 8, 2022Updated 3 years ago