TensorFlow-Bitcoin-Robot:A Bitcoin trade robot based on Tensorflow LSTM model.Just for fun.

[fendouai_com]

中文说明

https://github.com/TensorFlowNews/TensorFlow-Bitcoin-Robot/blob/master/README_CN.MD

Into

A Bitcoin trade robot based on Tensorflow LSTM model.Just for fun.

DataSet

The data is got from btctrade with requests.It includes 50 trades of Bitcoin. get_trades.py will get the trades and show you with a picture.

Model

rnn_predicter.py uses LSTM model.It use 10 trades as input ,if the next price is bigger than the 10st one ,the result is [1,0,0],if the next price is smaller than the 10st one ,the result is [0,0,1],if the next price is equal as 10st one ,the result is [0,1,0].

So,the [1,0,0] means that the price of Bitcoin will be higher.

Result

https://github.com/TensorFlowNews/TensorFlow-Bitcoin-Robot/blob/master/training_result.md

More

FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). https://github.com/fendouai/FaceRank

Blog

http://www.tensorflownews.com/

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https://github.com/TensorFlowNews/TensorFlow-Bitcoin-Robot