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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
Ideas portal
Category
Technology Example
Works with
InterSystems IRIS
First published
18 Jul, 2021
Last edited
01 Jun, 2022
Last checked by moderator
26 Nov, 2024Works