cryptocurrency-rate-forecasting

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This application is not supported by InterSystems Corporation. Please be notified that you use it at your own responsibility.
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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

Rating
5 (2)
Category
Technology Example
Works with
InterSystems IRIS
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Version
1.0.3
Last updated
2022-06-01
Repository
Open
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Open
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