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.
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.
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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