RLCrypto
Unverified ML strategy on Crypto by yuriak. BotFinder score 18 out of 100.
A crypto currency live-trading backend for Huobi
Source: github
BotFinder analysis pending.
RLCrypto
RLCrypto Introduction The trading framework for Huobi Exchange The Application of my research projects RLQuant & DLQuant Features - Can be used to trade a portfolio - Generate orders based on the actions of agents - Trace orders and adjust prices if exceed the waiting threshold - Multi-Thread order managing system - Sets of configurable parameters in json - Three models are integrated (Policy Gradient & Recurrent Policy Gradient & Direct RL) - Models are implemented with two libraries (TF & Torch), (recommend to use Torch version, faster!) - Setting trade time by yourself - Find more from the code :\) Dependencies - Python 3.5+ - numpy - tensorflow - pandas - talib - statsmodels - PyTorch Models - Multi-Task Recurrent Policy Gradient - Improved based on Recurrent Reinforcement Learning: A Hybrid Approach - Integrate RNN to encode the temporal correlation - Predict the observation of the return rate of next step (supervised approach) - Feed the output of RNN into a vanilla Policy Gradient - Slow, but better than Vanilla PG - Policy Gradient - The implementation of vanilla Policy Gradi
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Alerts on changes: coming soon
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