Giter VIP home page Giter VIP logo

gym-trading-env's Introduction

python PyPI Apache 2.0 with Commons Clause Documentation Status Github stars

Gym Trading Env is an Gymnasium environment for simulating stocks and training Reinforcement Learning (RL) trading agents. It was designed to be fast and customizable for easy RL trading algorithms implementation.

| Documentation |

Key features

This package aims to greatly simplify the research phase by offering :

  • Easy and quick download technical data on several exchanges
  • A simple and fast environment for the user and the AI, but which allows complex operations (Short, Margin trading).
  • A high performance rendering (can display several hundred thousand candles simultaneously), customizable to visualize the actions of its agent and its results.
  • (Coming soon) An easy way to backtest any RL-Agents or any kind

Render animated image

Installation

Gym Trading Env supports Python 3.9+ on Windows, Mac, and Linux. You can install it using pip:

pip install gym-trading-env

Or using git :

git clone https://github.com/ClementPerroud/Gym-Trading-Env

gym-trading-env's People

Contributors

clementperroud avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.