Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q-Learning
☆88Jan 26, 2020Updated 6 years ago
Alternatives and similar repositories for dl-algo-trader
Users that are interested in dl-algo-trader are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆78Mar 28, 2019Updated 7 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆219Nov 18, 2023Updated 2 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Mar 24, 2023Updated 3 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
- An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".☆102Sep 4, 2019Updated 6 years ago
- 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.
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆208Feb 1, 2025Updated last year
- Trading Bitcoin with Deep Reinforcement Learning☆19Dec 24, 2019Updated 6 years ago
- ☆102Sep 2, 2018Updated 7 years ago
- forex trading with reinforcement learning☆24Mar 8, 2022Updated 4 years ago
- 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☆322May 18, 2017Updated 8 years ago
- Materials for blogs and conferences☆70Jun 8, 2021Updated 4 years ago
- A toolset for stock prediction using reinforced learning, including a custom OpenAI environment.☆43Jun 8, 2018Updated 7 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆793Jun 7, 2018Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆420Dec 8, 2022Updated 3 years ago
- Binance Limit Order Book Recorder☆16Dec 8, 2022Updated 3 years ago
- Official Python SDK using Flask for accessing Aliceblue API☆13Sep 24, 2023Updated 2 years ago
- Fully automated trading system, strategy based on Kalman filter☆13May 7, 2018Updated 7 years ago
- Deep Q-learning driven stock trader bot☆906Nov 26, 2023Updated 2 years ago
- quantitative trading system based on deep learning and reinforcement learning☆53Jun 6, 2018Updated 7 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆19Feb 23, 2020Updated 6 years ago
- Deep Neural Network Trading collection of Tensorflow Jupyter notebooks☆63May 22, 2023Updated 2 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆255Dec 8, 2022Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Course content for Practical AI on the Google Cloud Platform☆11Aug 4, 2020Updated 5 years ago
- finance☆43Jul 24, 2017Updated 8 years ago
- Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being r…☆287Aug 31, 2021Updated 4 years ago
- CS277 Project: Deep Reinforcement Learning in portfolio Management. This repo is the DQN part which implements a trading agent based on t…☆13Jan 19, 2020Updated 6 years ago
- Framework for creating and running trading strategies. Blatantly stolen copy of qtpylib to make it work for Indian markets.☆79Apr 7, 2023Updated 2 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Feb 24, 2018Updated 8 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆152Jul 25, 2024Updated last year
- This is a generic LaTeX template for dissertations (layout according to Imperial College London).☆14Jul 8, 2019Updated 6 years ago
- Stock price prediction and automated trading using Deep Reinforcement Learning and Machine Learning☆47Jan 29, 2026Updated 2 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Scalable, event-driven, deep-learning-friendly backtesting library☆1,030Aug 28, 2021Updated 4 years ago
- Gathers machine learning and deep learning models for Reinforcement Learning☆10Sep 8, 2018Updated 7 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆45Sep 15, 2019Updated 6 years ago
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Dec 11, 2018Updated 7 years ago
- A basic example of writing a VerneMQ plugin in Elixir☆11Sep 27, 2018Updated 7 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆222Sep 23, 2024Updated last year
- Deep Reinforcement Learning For Trading☆108Feb 1, 2024Updated 2 years ago