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A fully functional bitcoin trading bot with 2 models to integrated to help in minute to minute prediction

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Mwebia-Dennis/crypto-trading-bot

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Bitcoin Crypto-bot

This project is a website application that predicts minute to minute bitcoin close prices.

Features

displays real time bitcoin prices ,2 powerful Neural network models to help predict the prices ,predicting the next minute price (if current time is 11:00 AM the model predicts price for 11:01 AM) ,forms to input and predict from your own custom values

What it does

the system takes the previous 5 minute to minute bitcoin close prices and predicts the next minute close price with the help of our 2 neural network models (LSTM and GRU)

How to install

check react js tutorial to learn on installation and running of react app https://reactjs.org/tutorial/tutorial.html

Technologies used

the website UI is built in react JS + material UI and the backend api is built in python (Flask) the backend is based on LSTM and GRU as the prediction models and flask as the API provider

Backend rest API

https://github.com/Mwebia-Dennis/bitcoin-prediction/tree/main

Real time bitcoin API

https://docs.coinapi.io/#md-docs

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A fully functional bitcoin trading bot with 2 models to integrated to help in minute to minute prediction

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