Stock Trading Bot using Deep Q-Learning
☆1,142Dec 3, 2023Updated 2 years ago
Alternatives and similar repositories for trading-bot
Users that are interested in trading-bot are comparing it to the libraries listed below
Sorting:
- Deep Q-learning driven stock trader bot☆904Nov 26, 2023Updated 2 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆688Nov 6, 2024Updated last year
- Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations☆9,195Apr 16, 2023Updated 2 years ago
- A stock trading bot that uses machine learning to make price predictions.☆664May 18, 2022Updated 3 years ago
- For trading. Please star.☆2,715Feb 5, 2026Updated 3 weeks ago
- List of awesome resources for machine learning-based algorithmic trading☆1,840Aug 8, 2023Updated 2 years ago
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,845Feb 11, 2024Updated 2 years ago
- This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.☆256Feb 7, 2022Updated 4 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Mar 24, 2023Updated 2 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆218Nov 18, 2023Updated 2 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…☆286Aug 31, 2021Updated 4 years ago
- The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)☆2,368Mar 14, 2024Updated last year
- Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.☆1,712Mar 1, 2024Updated 2 years ago
- FinRL®: Financial Reinforcement Learning. 🔥☆14,070Jan 30, 2026Updated last month
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆421Dec 8, 2022Updated 3 years ago
- An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.☆5,993Feb 19, 2026Updated last week
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆254Dec 8, 2022Updated 3 years ago
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 4 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆194Dec 8, 2022Updated 3 years ago
- Autonomous stocks trading script☆277Jan 12, 2026Updated last month
- Deep Reinforcement Learning For Trading☆108Feb 1, 2024Updated 2 years ago
- Trying to create Reinforcement Learning powered Bitcoin trading bot☆409Jun 4, 2025Updated 9 months ago
- Code for Machine Learning for Algorithmic Trading, 2nd edition.☆16,678Aug 18, 2024Updated last year
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,849Jan 22, 2022Updated 4 years ago
- This project is a Stock Trader trained to trade stocks from the S&P 500. It was made using a Deep Q-Learning model and libraries such as …☆22May 25, 2021Updated 4 years ago
- FinRL® Tutorials. Please star.☆1,179Mar 28, 2025Updated 11 months ago
- ☆209Feb 13, 2026Updated 2 weeks ago
- ☆18Jan 7, 2019Updated 7 years ago
- Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment ana…☆2,434Dec 5, 2023Updated 2 years ago
- Using python and scikit-learn to make stock predictions☆1,928Jun 17, 2024Updated last year
- This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube☆650Jun 28, 2022Updated 3 years ago
- do not take this seriously, please.☆194Jul 16, 2024Updated last year
- A custom OpenAI gym environment for simulating stock trades on historical price data.☆850Apr 9, 2021Updated 4 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
- A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.☆1,230May 4, 2025Updated 10 months ago
- Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Str…☆9,263Apr 14, 2024Updated last year
- Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering☆1,624Updated this week
- Using deep actor-critic model to learn best strategies in pair trading☆322May 18, 2017Updated 8 years ago
- A Deep Reinforcement Learning Trading Bot with PyTorch☆57Nov 9, 2023Updated 2 years ago