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0xdarkman's Projects

automated_trading_agent icon automated_trading_agent

This study proposed an automated trading agent that could assist investors to maximized the value of portfolios. By leveraging the sentiment analysis, technical indicators and Deep Deterministic Policy Gradient, our agent is able to achieve +3% ROI in certain conditions.

cbpro-trader icon cbpro-trader

Automated cryptocurrency trading on Coinbase Pro (formerly gdax-trader)

crypto-rl icon crypto-rl

Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent

cryptoaitrader icon cryptoaitrader

This repo contains backtesting scripts for various models(mainly LSTM) using different type of datasets to predict bitcoin price. 
Upto 98.7% accuracy, but let me tell you it’s not enough to generate profits on a regular basis ;)

cryptofeed icon cryptofeed

Cryptocurrency Exchange Websocket Data Feed Handler

cryptowelder icon cryptowelder

(deprecated) Cryptocurrency trade monitoring/visualization tool with time-series data.

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