data-octo / AITrading
Reinforcement Learning for trading cryptocurrencies, stocks and forex
☆25Updated 2 years ago
Alternatives and similar repositories for AITrading:
Users that are interested in AITrading are comparing it to the libraries listed below
- Tensortrade project for reinforcement learning in futures market☆55Updated 4 years ago
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆66Updated 5 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- Trend Prediction for High Frequency Trading☆40Updated 2 years ago
- Learn to use reinforcement learning to maximize the profit gained from a trade.☆27Updated 3 years ago
- forex trading with reinforcement learning☆23Updated 3 years ago
- Forex Trading Automation with PPO, ACKTR, DDPG, TD3 and Ensemble Strategy☆35Updated 2 years ago
- Discover a curated list of projects complementing TensorTrade, distinct from those mentioned in its official documentation. Contributions…☆71Updated 2 years ago
- This repository contains my TensorTrade-focused code, including the core program and supplemental tools used in my bachelor's thesis on t…☆37Updated last year
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Updated 5 years ago
- A simple dashboard for graphing tensortrade simulations☆29Updated 4 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Updated 7 years ago
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆87Updated 5 years ago
- Crypto trading bot using FinRL reinforcement learning model☆25Updated 3 years ago
- An OpenAI gym environment for futures trading☆32Updated 4 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- A crypto currency live-trading backend for Huobi☆37Updated 6 years ago
- Using a modified version of Werner Duvaud's MuZero implementation (https://github.com/werner-duvaud/muzero-general) this reinforcement ag…☆17Updated 3 years ago
- High frequency AI based algorithmic trading module.☆72Updated 8 years ago
- A deep learning model for Financial Signal Representation and Trading☆73Updated 6 years ago
- Deep q learning on determining buy/sell signal and placing orders☆48Updated 5 years ago
- Stock and Forex market prediction using ML and time-series modelling☆37Updated 6 years ago
- Reinforcement Learning in FX Trading☆28Updated 5 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- backtrader with DRL ( Deep Reinforcement Learning)☆66Updated last year
- Tools to calculate and plot support/resistance lines for OHLC datasets☆26Updated 6 years ago
- Using Unsupervised learning, K-means, to determine stock support and resistance levels. Great for trading algorithms/bots using time seri…☆106Updated 3 years ago
- Pair Trading Strategy using Machine Learning written in Python☆116Updated 2 years ago
- Monlan is a collection of Data Science experiments (DRL and other approaches) into FOREX algotrading field. Warning! It's my research pro…☆12Updated 2 years ago
- An open-source framework for reduction of overfitting of DRL agents in Finance☆68Updated 2 years ago