# TensorFlow-Bitcoin-Robot

**Repository Path**: fendouai/TensorFlow-Bitcoin-Robot

## Basic Information

- **Project Name**: TensorFlow-Bitcoin-Robot
- **Description**: 一个比特币交易机器人基于 Tensorflow LSTM 模型，仅供娱乐。
- **Primary Language**: Python
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 61
- **Forks**: 28
- **Created**: 2017-08-17
- **Last Updated**: 2025-08-19

## Categories & Tags

**Categories**: ai, stocks

**Tags**: None

## README

## 中文说明
[https://github.com/TensorFlowNews/TensorFlow-Bitcoin-Robot/blob/master/README_CN.MD](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](http://upload-images.jianshu.io/upload_images/76451-ebba6dc707ab1658.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)

##  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