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cryptocurrency-rate-forecasting

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An example of how IRIS can be used to predict the rate of crypto

What's new in this version

  • Added dynamic receipt of current exchange rates
  • Added support for new cryptocurrencies (ethereum, tether, dogecoin)
  • Updated iris community version

cryptocurrency-rate-forecasting

This project was created to predict the bitcoin rate, it uses Intersystems IRIS AI/ML tools.

How to start project:

  1. Clone repository
git clone https://github.com/danoleg/cryptocurrency-rate-forecasting
  1. Build docker
docker-compose build
  1. Run
docker-compose up -d
  1. Start Jupyter Notebook

Go to link and click to crypto-rate-forecasting.ipynb file

http://localhost:8896/tree

You can choose one of these cryptocurrencies for prediction:

  • Bitcoin
  • Ethereum
  • Tether
  • Dogecoin

An example of data

Снимок экрана 2021-07-21 в 17 32 27

Charts with prediction

Снимок экрана 2021-07-23 в 01 33 59

Prediction accuracy

Снимок экрана 2021-07-23 в 01 41 36

Made with
Version
1.0.301 Jun, 2022
Category
Technology Example
Works with
InterSystems IRIS
First published
18 Jul, 2021
Last checked by moderator
27 Jun, 2023Works