komo135 / forex-trading
forex trading with reinforcement learning
☆23Updated 3 years ago
Alternatives and similar repositories for forex-trading
Users that are interested in forex-trading are comparing it to the libraries listed below
Sorting:
- Learn to use reinforcement learning to maximize the profit gained from a trade.☆27Updated 3 years ago
- Forex Trading Automation with PPO, ACKTR, DDPG, TD3 and Ensemble Strategy☆36Updated 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
- Trend Prediction for High Frequency Trading☆40Updated 2 years ago
- Forex Prediction using Lstm☆12Updated 4 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆66Updated 5 years ago
- High Frequency Trading (HFT) done using the Alpaca Trade API and Python.☆25Updated 5 years ago
- 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
- Crypto trading bot using FinRL reinforcement learning model☆25Updated 3 years ago
- trade ES Futures Options☆34Updated 4 years ago
- Forex trading strategy learning with reinforcement learning☆17Updated last year
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆63Updated 2 years ago
- A python script that estimates the support and resistance lines of a stock's prices or a period☆74Updated 4 years ago
- An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms☆43Updated 6 years ago
- Statistical Arbitrage script using OANDA's API for autotrading Forex☆21Updated 6 years ago
- Deep q learning on determining buy/sell signal and placing orders☆49Updated 5 years ago
- DQN RL Trading bot for bitcoin☆34Updated 2 years ago
- A genetic algorithm incorporated with technical analysis indicator to optimize parameters of a strategy.☆28Updated 3 years ago
- Reinforcement Learning for trading cryptocurrencies, stocks and forex☆25Updated 2 years ago
- XGBoost is known to be fast and achieve good prediction results as compared to the regular gradient boosting libraries. This project atte…☆32Updated 6 years ago
- Apply LSTM neural network and reinforcement learning to trading Forex on mt5☆22Updated 2 years ago
- A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management☆11Updated 2 years ago
- A simple implementation of HFT (High-Frequency Trading) in Python on the concept of DQN for forex market☆12Updated 2 years ago
- Using Machine Learning for live currency trading☆37Updated 6 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- Emergent Trading Strategies with DQN in Stock Market Trading This repository contains the implementation of a Deep Q-Network (DQN), appli…☆11Updated last year
- ☆25Updated 2 years ago
- Using Unsupervised learning, K-means, to determine stock support and resistance levels. Great for trading algorithms/bots using time seri…☆106Updated 4 years ago
- Pair Trading Strategy using Machine Learning written in Python☆117Updated 3 years ago