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47 search results found

Gym Anytrading ⭐ 1,751

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

Quantresearch ⭐ 1,410

Quantitative analysis, strategies and backtests

Tradinggym ⭐ 1,190

Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.

Personae ⭐ 1,034

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

Scalable, event-driven, deep-learning-friendly backtesting library

Trading Bot ⭐ 758

Stock Trading Bot using Deep Q-Learning

Qlearning_trading ⭐ 383

Learning to trade under the reinforcement learning framework

A3c_trading ⭐ 378

Trading with recurrent actor-critic reinforcement learning

Gym Mtsim ⭐ 327

A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)

Deep Rl Trading ⭐ 248

playing idealized trading games with deep reinforcement learning

Rlquant ⭐ 245

Applying Reinforcement Learning in Quantitative Trading

Deep Reinforcement Learning In Stock Trading ⭐ 188

Using deep actor-critic model to learn best strategies in pair trading

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress

Rl_trading ⭐ 181

An environment to high-frequency trading agents under reinforcement learning

Pairstrade Fyp 2019 ⭐ 169

We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.

Gym Trading Env ⭐ 165

A simple, easy, customizable Gymnasium environment for trading.

Neuroevolution Btc Trader ⭐ 146

Building a population of models that trade crypto and mutate iteratively

Tradzqai ⭐ 136

Trading environnement for RL agents, backtesting and training.

Freqtrade Gym ⭐ 101

A customized gym environment for developing and comparing reinforcement learning algorithms in crypto trading.

Deep Reinforcement Learning For Trading

Reinforcement_learning_financial_trading ⭐ 84

MATLAB example on how to use Reinforcement Learning for developing a financial trading model

Pair Trading Reinforcement Learning ⭐ 79

An Structural Application of Reinforcement Learning in Pair Trading

Stock Price Trade Analyzer ⭐ 60

This is a Python 3.0 project for analyzing stock prices and methods of stock trading. It uses native Python tools and Google TensorFlow machine learning.

Gym Cryptotrading ⭐ 58

OpenAI Gym Environment API based Bitcoin trading environment

Trading Gym ⭐ 54

A Trading environment base on Gym

Rlcrypto ⭐ 29

A crypto currency live-trading backend for Huobi

Trading_gym ⭐ 25

a unified environment for supervised learning and reinforcement learning in the context of quantitative trading

A3c Crypto Trader ⭐ 20

Deep Reinforcement Learning A3C Crypto Trading Bot

Stock Trading Using Machine Learning ⭐ 17

A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.

Pair Trading - Reinforcement Learning - with Oanda Trading API

Hftframework ⭐ 15

Market making algorithmic trading framework used to test reinforcement learning on " A reinforcement learning approach to improve the performance of the Avellaneda-Stoikov market-making algorithm "

Recurrent Reinforcement Learning In Bitcoin Trading ⭐ 14

Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning

Rl_trading ⭐ 14

sharpe is a unified, interactive, general-purpose environment for backtesting or applying machine learning(supervised learning and reinforcement learning) in the context of quantitative trading

Rldqtrading ⭐ 10

An example and description to Reinforcement Learning DQN model and dataformats for trading

Portfolio Management Actorcriticrl ⭐ 9

Portfolio management using Actor-Critic Deep Reinforcement Learning algorithms including A2C, DDPG, and PPO

Expert Advisor based on Falcon Template and kNN trading algorithm

Rl Fx Trading ⭐ 8

Reinforcement Learning in FX Trading

Trading Rrl ⭐ 8

Automated FOREX trading using recurrent reinforcement learning

Rl Trading Agent ⭐ 8

Direct Reinforcement Learning Agent for Portfolio Management Purposes

Data science project with the goal of deploying a profitable market trading algorithm on the real stock and/or FOREX market with real money to generate passive income.

Learn to use reinforcement learning to maximize the profit gained from a trade.

Binance Algotrading ⭐ 6

Collection of personal tools used for strategies analysis and algorithmic trading on Binance exchange.

Order execution in the financial markets using Deep Reinforcement Learning.

Lstm Trader ⭐ 5

Implementation of Q learning in stock day trading.

Forex Trading ⭐ 5

forex trading with reinforcement learning

Gym environment which simulates intraday trading

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