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cryptoenv's Introduction

CryptoEnv

Supplementary resources, data, and code

DOI

This repository includes code and demo for CryptoEnv project. CryptoEnv is a Python library for cryptocurrency researches by agent-based methods, including non-reinforcement learning and reinforcement learning algorithms.

Download

This repository includes submodules. To download,

git clone --recursive https://github.com/sciecon/cryptoenv.git && cd cryptoenv
git submodule update

Documentation

The documentation for the package is available at cryptoenv.sciecon.org

Demo

We create an google colab document for demostration purpose, where we implement a DQN agent on Ethereum market data to learn how to trade.

The demo is available at: https://colab.research.google.com/drive/1-LnbEunPMFlg-2TH7GLWHZ8jA5gtkctM?usp=sharing

Table of Content

Name Link Description
Main Package https://github.com/crinstaniev/cryptoenv/tree/efeb25569557ed10976ed9cbc7294c7d7959cc88 Code for CryptoEnv package
Documentation https://cryptoenv.sciecon.org Documentation of CryptoEnv
Demostration https://colab.research.google.com/drive/1-LnbEunPMFlg-2TH7GLWHZ8jA5gtkctM?usp=sharing DQN Demo
Doc Source https://github.com/Crinstaniev/cryptoEnv/tree/efeb25569557ed10976ed9cbc7294c7d7959cc88/docs Documentation source code

cryptoenv's People

Contributors

crinstaniev avatar sunshineluyao avatar

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