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

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  •   fendouai_com · 2017-08-17 14:16:56 +08:00 · 2407 次点击
    这是一个创建于 1569 天前的主题,其中的信息可能已经有所发展或是发生改变。

    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.

    Figure_1.png

    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/

    Update

    model saver

    data saver

    WeChatGroup

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

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