Forex Trading Automation with PPO, ACKTR, DDPG, TD3 and Ensemble Strategy
☆42Feb 24, 2023Updated 3 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management☆13Jan 11, 2023Updated 3 years ago
- A trading agent that uses deep reinforcement learning to trade Ethereum.☆24Jun 21, 2024Updated last year
- forex trading with reinforcement learning☆24Mar 8, 2022Updated 4 years ago
- Stock trading strategies play a critical role in investment. However, it is challenging to design a profitable strategy in a complex and …☆50Dec 6, 2021Updated 4 years ago
- Learn to use reinforcement learning to maximize the profit gained from a trade.☆28Mar 13, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Monlan is a collection of my Data Science experiments (DRL and other approaches) into FOREX algotrading field. Warning! It's my research …☆12Aug 1, 2022Updated 3 years ago
- Training and evaluation of Deep Reinforcement Learning cruptocurrency trading agent.☆21Jun 6, 2022Updated 3 years ago
- Time Series Classification with Convolutional Neural Network: Automated Trading by Pattern Recognition (Master's Thesis)☆20Jan 19, 2023Updated 3 years ago
- Optimizing the Pairs-Trading Strategy using Deep Reinforcement Learning with Trading and Stop-loss Boundaries☆12Dec 12, 2021Updated 4 years ago
- DEPRECATED. Check new repo at: https://github.com/quantiacs☆17Jul 7, 2016Updated 9 years ago
- Project shows that real-time Twitter data can be used to predict market movement of Bitcoin Price. The goal of this project is to prove w…☆14Apr 23, 2021Updated 5 years ago
- Rule-based Algorithmic Trading using a Genetic Algorithm and Machine Learning Signals for the Cryptocurrency Market.☆27Jun 28, 2019Updated 6 years ago
- Emergent Trading Strategies with DQN in Stock Market Trading This repository contains the implementation of a Deep Q-Network (DQN), appli…☆13Aug 8, 2023Updated 2 years ago
- Trading Bitcoin with Deep Reinforcement Learning☆19Dec 24, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆196Dec 8, 2022Updated 3 years ago
- A multi-task deep reinforcement learning model for trading futures contracts using the Interactive Brokers API and TensorFlow☆15Feb 8, 2023Updated 3 years ago
- Use hidden Markov models to label regimes on S&P 500 data, train three classifiers (naive Bayes, logistic regression, and support vector …☆16Feb 28, 2023Updated 3 years ago
- 【Soft Computing 2023】Chaotic Quantum Finance Trading System☆17Jul 26, 2025Updated 9 months ago
- Heiken Ashi Naive uses a naive reverse Heiken Ashi strategy and sometimes turns up somewhat profitable.☆17Aug 8, 2025Updated 8 months ago
- An End-to-end LSTM deep learning model to predict FX rate and then use it in an algorithmic trading bot☆110Dec 25, 2020Updated 5 years ago
- This project uses Deep Reinforcement Learning (DRL) to develop and evaluate stock trading strategies. By implementing agents like PPO, A2…☆97Jun 28, 2024Updated last year
- Code for paper Stock trading rule discovery with double deep Q-network☆14May 27, 2023Updated 2 years ago
- Code for PROFIT: Quantitative Day Trading From Natural Language Using Reinforcement Learning at NAACL 2021☆28Jul 9, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Faster RCNN for xView satellite data challenge☆21Jun 11, 2019Updated 6 years ago
- Uisng CNN to predicte stock market trend, and feeding with 2D images☆15Sep 16, 2018Updated 7 years ago
- Develop about 200 alpha factors from securities report etc, Grid Search/Random Search/Particle Swarm Optimization to improve factors perf…☆23Jul 29, 2018Updated 7 years ago
- Forex Prediction using Lstm☆12Nov 29, 2020Updated 5 years ago
- Official Implementation of Stop-loss adjusted labels for machine learning-based trading of risky assets☆20Sep 29, 2023Updated 2 years ago
- ☆12May 23, 2024Updated last year
- Deep Reinforcement Learning applied to trading☆15Jan 29, 2019Updated 7 years ago
- Deep Reinforcement Learning for CryptoMarket Prediction and Trading☆14Jan 22, 2018Updated 8 years ago
- ☆15Mar 18, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A trading bitcoin agent was created with deep reinforcement learning implementations.☆35Mar 28, 2022Updated 4 years ago
- Model news data in short, medium and long term for stock price trend prediction☆20Feb 12, 2018Updated 8 years ago
- ☆32Jul 16, 2020Updated 5 years ago
- Created by Zac Steer. SEO contest for CS470: Information Storage and Retrieval. The goal is to produce a website that is ranked first for…☆15Oct 4, 2018Updated 7 years ago
- 缠中说禅缠论分析量化系统，划分笔，线段，笔中枢，线段中枢，逐K推送，批量推送☆39May 24, 2025Updated 11 months ago
- a wavelet-based multifractal image analysis tool implementing the WTMM (Wavelet Transform Modulus Maxima) method.☆11Feb 1, 2020Updated 6 years ago
- Python-automated program for finding and exploiting arbitrage opportunities in international currency exchange market using high frequenc…☆15Oct 27, 2021Updated 4 years ago