TomatoFT / Forex-Trading-Automation-with-Deep-Reinforcement-LearningLinks
Forex Trading Automation with PPO, ACKTR, DDPG, TD3 and Ensemble Strategy
☆42Updated 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:
- Trend Prediction for High Frequency Trading☆42Updated 3 years ago
- ☆32Updated 2 years ago
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆65Updated 6 years ago
- Deep q learning on determining buy/sell signal and placing orders☆50Updated 6 years ago
- Pairs Trading with Machine Learning on Distributed Python Platform☆124Updated 3 years ago
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆71Updated 2 years ago
- ☆36Updated 3 years ago
- This Python package manages methods to reshape tick by tick data for order flow analysis☆113Updated last month
- This repository stores the implementation of the paper "DETECTING DATA-DRIVEN ROBUST STATISTICAL ARBITRAGE STRATEGIES WITH DEEP NEURAL NE…☆70Updated last year
- Having effective intraday forecast for the level of trading volume is of vital importance to algorithmic trading and portfolio management…☆53Updated 5 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…☆61Updated 4 years ago
- Collection of indicators that I used in my strategies.☆60Updated 8 months ago
- Using Unsupervised learning, K-means, to determine stock support and resistance levels. Great for trading algorithms/bots using time seri…☆109Updated 4 years ago
- ☆77Updated last year
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Updated 6 years ago
- XGBoost is known to be fast and achieve good prediction results as compared to the regular gradient boosting libraries. This project atte…☆44Updated 6 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆194Updated 3 years ago
- forex trading with reinforcement learning☆23Updated 3 years ago
- A python script that estimates the support and resistance lines of a stock's prices over a time period☆76Updated 4 years ago
- backtrader with DRL ( Deep Reinforcement Learning)☆69Updated 2 years ago
- Reinforcement Learning for trading cryptocurrencies, stocks and forex☆27Updated 3 years ago
- Automated FOREX trading using recurrent reinforcement learning☆34Updated 3 years ago
- ☆53Updated 3 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆106Updated 3 years ago
- Bitmex orderbooks saving + (neural) trading signal generator + backtesting etc.☆35Updated 3 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆78Updated 6 years ago
- This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture…☆28Updated 6 years ago
- The notebook with the experiments to replicate and enhance the stock clustering proposed by Han(2022) for alogtrading, with KMeans Optimi…☆21Updated last year
- High Frequency Pairs Trading Based on Statistical Arbitrage (Python)☆103Updated 6 years ago
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Updated 7 years ago