sadighian / crypto-rl
Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent
☆871Updated 3 years ago
Alternatives and similar repositories for crypto-rl:
Users that are interested in crypto-rl are comparing it to the libraries listed below
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,623Updated 11 months ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆986Updated 3 years ago
- Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Ti…☆1,983Updated 2 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆617Updated 2 months ago
- Mostly experiments based on "Advances in financial machine learning" book☆543Updated 4 years ago
- List of awesome resources for machine learning-based algorithmic trading☆1,544Updated last year
- Limit Order Book for high-frequency trading (HFT), as described by WK Selph, implemented in Python3 and C☆1,046Updated 2 months ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆759Updated 6 years ago
- Deep Q-learning driven stock trader bot☆860Updated last year
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆412Updated 2 years ago
- Avellaneda-Stoikov HFT market making algorithm implementation☆462Updated last year
- Technical Analysis library in pandas for backtesting algotrading and quantitative analysis☆459Updated 2 years ago
- Environment for reinforcement-learning algorithmic trading models☆706Updated 6 years ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,748Updated 2 years ago
- Algorithmic trading framework for cryptocurrencies.☆1,162Updated 6 months ago
- Python library of various financial technical indicators☆661Updated 4 years ago
- Example Order Book Imbalance Algorithm☆775Updated last year
- High Frequency Market Making☆481Updated last year
- Alpaca Trading API integrated with backtrader☆633Updated last month
- Python-based framework for backtesting trading strategies & analyzing financial markets [GUI ]☆721Updated 2 years ago
- This repository contains three ways to obtain arbitrage which are Dual Listing, Options and Statistical Arbitrage. These are projects in …☆905Updated last year
- Portfolio optimization with deep learning.☆943Updated 11 months ago
- A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (App…☆449Updated 2 months ago
- Asynchronous, event-driven algorithmic trading in Python and C++☆692Updated last month
- Framework for algorithmic trading☆797Updated last year
- Advances in Financial Machine Learning☆767Updated 2 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆551Updated 4 years ago
- A Python Pandas implementation of technical analysis indicators☆751Updated 6 years ago
- Support and Resistance Trend lines Calculator for Financial Analysis☆665Updated 3 years ago
- Technical Indicators implemented in Python using Pandas☆475Updated 5 years ago