TomatoFT / Forex-Trading-Automation-with-Deep-Reinforcement-Learning
Forex Trading Automation with PPO, ACKTR, DDPG, TD3 and Ensemble Strategy
☆36Updated 2 years ago
Alternatives and similar repositories for Forex-Trading-Automation-with-Deep-Reinforcement-Learning
Users that are interested in Forex-Trading-Automation-with-Deep-Reinforcement-Learning are comparing it to the libraries listed below
Sorting:
- forex trading with reinforcement learning☆23Updated 3 years ago
- ☆25Updated 2 years ago
- Forex trading strategy learning with reinforcement learning☆17Updated last year
- 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
- Trend Prediction for High Frequency Trading☆40Updated 2 years ago
- Reinforcement Learning for trading cryptocurrencies, stocks and forex☆25Updated 2 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- 💲Crypto Trading Strategies using Reinforcement Learning with Linear-Q Learning, LSTM Q-learning, Kafka, and Apache Spark 📈📉☆29Updated last year
- An automatic high frequency trading bot for cryptocurrencies☆23Updated 4 years ago
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆63Updated 2 years ago
- Optimizing the Pairs-Trading Strategy using Deep Reinforcement Learning with Trading and Stop-loss Boundaries☆13Updated 3 years ago
- Collection of indicators that I used in my strategies.☆53Updated last month
- Stock trading strategies play a critical role in investment. However, it is challenging to design a profitable strategy in a complex and …☆42Updated 3 years ago
- Deep q learning on determining buy/sell signal and placing orders☆49Updated 5 years ago
- Cryptocurrency Trading with Reinforcement Learning based on Backtrader☆40Updated 4 months ago
- Find trading pairs with Machine Learning☆41Updated 3 years ago
- Stock and Forex market prediction using ML and time-series modelling☆38Updated 6 years ago
- Deep Q-Learning Applied to Algorithmic Trading☆27Updated 3 weeks ago
- High Frequency Trading (HFT) done using the Alpaca Trade API and Python.☆25Updated 5 years ago
- A trading bitcoin agent was created with deep reinforcement learning implementations.☆33Updated 3 years ago
- Exploring actor critic deep reinforcement learning methods for maximizing profits by learning stock trading strategies☆11Updated 2 years ago
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆66Updated 5 years ago
- trading strategy is a fixed plan to go long or short in markets, there are two common trading strategies: the momentum strategy and the …☆60Updated 5 years ago
- high-frequency grid trading strategy backtesting for binance futures☆23Updated 2 years ago
- World Quant University Capstone Project - Swing Trading☆11Updated 2 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- This notebook contains an independently developed Keras/Tensorflow implementation of the CNN-LSTM model for Limit Order Book forecasting …☆34Updated 4 years ago
- The random forest, FFNN, CNN and RNN models are developed to predict the movement of future trading price of Netflix (NFLX) stock using t…☆60Updated 3 years ago
- No Nonsense Forex Backtrader Strategy with Custom Indicator Studies☆29Updated 5 years ago
- Building a High Frequency Trading Engine with Neural Networks☆12Updated 7 years ago