A Deep Reinforcement Learning Trading Bot with PyTorch
☆57Nov 9, 2023Updated 2 years ago
Alternatives and similar repositories for Trading-Bot---Deep-Reinforcement-Learning
Users that are interested in Trading-Bot---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:
- This is a repo for deep reinforcement learning in trading. I used value based double DQN variant for single stock trading. The agent lear…☆71Jul 9, 2019Updated 6 years ago
- Exploring actor critic deep reinforcement learning methods for maximizing profits by learning stock trading strategies☆11Mar 24, 2023Updated 3 years ago
- Reinforcement Learning based trading bot (Open AI Gym, Stable Baselines)☆10Mar 24, 2023Updated 3 years ago
- Monlan is a collection of Data Science experiments (DRL and other approaches) into FOREX algotrading field. Warning! It's my research pro…☆12Aug 1, 2022Updated 3 years ago
- A Deep Reinforcement Learning Framework for Stock Market Trading☆188Oct 9, 2021Updated 4 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Dec 20, 2017Updated 8 years ago
- Practical Deep Reinforcement Learning Approach for Stock Trading. NeurIPS 2018 AI in Finance.☆98Mar 15, 2024Updated 2 years ago
- This repository is for the code of paper "Automated Cryptocurrency Trading Approach Using Ensemble Deep Reinforcement Learning: Learn to …☆20Sep 24, 2024Updated last year
- This is a DQN-based recommendation system for item-list recommendation and it finally achieved second place in the competition of RL-base…☆11Oct 8, 2021Updated 4 years ago
- This repository provides codes for implementing DQN model in algorithmic trading☆14Apr 18, 2022Updated 3 years ago
- Trying to create Reinforcement Learning powered Bitcoin trading bot☆408Jun 4, 2025Updated 9 months ago
- DQN stock trading pytorch implementation☆41May 11, 2019Updated 6 years ago
- Code implementations of my studies on the book Advances in Financial Machine Learning☆12May 18, 2020Updated 5 years ago
- pytorch implementation of "S3NET: GRAPH REPRESENTATIONAL NETWORK FOR SKETCH RECOGNITION"☆10Oct 6, 2020Updated 5 years ago
- Portfolio management using Actor-Critic Deep Reinforcement Learning algorithms including A2C, DDPG, and PPO☆47Mar 9, 2022Updated 4 years ago
- Markov decision processes under model uncertainty☆17Jun 15, 2022Updated 3 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆691Nov 6, 2024Updated last year
- Intraday trading strategy for futures calendar spreads. Uses crude oil futures and 1-minute bid/ask bars from Interactive Brokers with a …☆15Apr 23, 2024Updated last year
- Analysis of the results of the paper "Predicting the direction of stock market prices using random forest" (2016) by Khaidem et al.☆13Aug 25, 2019Updated 6 years ago
- Optimizing the Pairs-Trading Strategy using Deep Reinforcement Learning with Trading and Stop-loss Boundaries☆13Dec 12, 2021Updated 4 years ago
- 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
- DQN RL Trading bot for bitcoin☆35Mar 25, 2023Updated 3 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
- Semi automated youtube channel that has a lot of cool features for someone to use in their content generating project☆19Jul 17, 2023Updated 2 years ago
- This project includes various scripts for Ensage.☆11Jan 5, 2015Updated 11 years ago
- A portfolio optimization framework leveraging Deep Reinforcement Learning (DRL) and a custom trading environment☆13Aug 12, 2020Updated 5 years ago
- Python Scripts for Backtesting SPX Put Strategies Using Black-Scholes Proxies☆13Feb 15, 2018Updated 8 years ago
- Deep Reinforcement Learning For Trading☆108Feb 1, 2024Updated 2 years ago
- Cointegration Bitcoin Backtester☆18Feb 19, 2019Updated 7 years ago
- Quantitative analysis with deep learning prediction and reinforcement learning transactions.☆15Aug 5, 2020Updated 5 years ago
- Competing Genetic Algorithm to find profitable Trading Strategies on a financial market☆13May 29, 2019Updated 6 years ago
- Forex Trading Automation with PPO, ACKTR, DDPG, TD3 and Ensemble Strategy☆42Feb 24, 2023Updated 3 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆219Nov 18, 2023Updated 2 years ago
- [Testing on dummy ac] Using Oanda API for current forex data and order creation. Fetched data used for machine learning model training (S…☆27Nov 12, 2018Updated 7 years ago
- Deep learning in large multivariate time series using real-time feature extraction with MDFA☆12Jun 26, 2018Updated 7 years ago
- A purely Python-based flexible open-source software for estimating and modeling the complex permittivity obtained from the open-ended coa…☆14Jan 7, 2024Updated 2 years ago
- Training and evaluation of Deep Reinforcement Learning cruptocurrency trading agent.☆21Jun 6, 2022Updated 3 years ago
- This is a complete FOREX trading system that uses martingale strategy with deep Q learning to set the best action as each price change☆13Dec 22, 2022Updated 3 years ago