Project for Bachelor's thesis, aiming to predict BTC price and use Binance exchange to trade accordingly, detecting the BUY/SELL signals.
Python -> Keras, Scikit, Pandas, Numpy, Statsmodels, Matplotlib
Golang -> Fasthttp server & router
React -> SemanticUI
Run RethinkDB from Docker compose. Create tables from WebUI:
[
"bots" ,
"btc_daily_preds" ,
"btc_history" ,
"btc_history_daily" ,
"btc_history_daily_latest" ,
"btc_history_latest" ,
"btc_hourly_preds" ,
"btc_test" ,
"trades" ,
"users"
]
Run with python: gatherer/start.py, training/start.py, predictor/start.py, and optionally: analysis/start.py
Move the trained models and scalers from training/ to predictor/ before running predictor.
Run npm run build in web/dashboard and move the build output to web/api/assets/static
Run Golang app in web/api/main.go
Create a user in RethinkDB with ID 1, remember binanceKey and binanceSecret
App currently only works with single user, single coin (BTC)