dhillondeep/cryptobot

High(ish) frequency trading bot for cryptocurrencies, using Machine Learning for future price predictions

CryptoBot v1.0.1

About

CryptoBot will be an automated, high frequency trading bot for cryptocurrencies. It uses Machine Learning to decide when to trade. Currently it is a work in progress.
The bot is rewritten to work with bitfinex.

List of sources

https://github.com/AdeelMufti/CryptoBot
https://github.com/cbyn/bitpredict
https://mmquant.net/replicating-orderbooks-from-websocket-stream-with-python-and-asyncio/

The project is written entirely in Python, with the exception of some shell scripts.

EjjE101

I found this project on github and have some ideas about improving it.

• implement websocket [ 100% done ] todo:
  • convert to bitfinex
  • multiple currencies pairs
  • improve code
• use tensorflow
  • return model to original paper as starting point
• improve trading strategy [ 0% done ] todo:
  • implement websocket
  • test for beter features
• multi currencies [ 10% done ] todo:
  • store alle currencies in mongodb
  • test for beter features

What am i working on now?

[done] Currently working on implementing the websocket connection en improving the code that i have written. I need this because of the rate limit that is on de REST api, on bitfinex this is 90 request per second. With the websocket connection i received more then 1000 messages per second.

[work in progress] check all
implement tensorflow and reset bot to original paper.

Ideas

The trading strategy that is currently used opens a position and closest it 15 seconds later. I think this can be improved to re-evaluate your current position every second.

Updates

[2-1-18] I have started to log a couple of orderbooks and trades on a €3.- VPS. Maybe a should make this data available.

Help the project

well do what i did and fork the project en improve the code. Also for training and back testing i need access to fast hardware (gpu). Also for collecting the data i need a vps or ec2 these cost money and so i am looking for sponsors.

BTC 148XxY4qVf7z5X9rK3FtxiJaUcynXLraxb
ETH 0xb3EBA8abd933Bd7572dDF0c64aCD8eBaFFB420AB

All sponsers will be mentioned below -[ ]
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