https://github.com/matteofasulo/heartdisease-dashboard

Heart Disease Risk Assessment using Bayesian Networks
https://github.com/matteofasulo/heartdisease-dashboard

bayesian-inference bayesian-network bayesian-networks pgmpy python3 streamlit variable-elimination

Last synced: 24 days ago
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Heart Disease Risk Assessment using Bayesian Networks

• Host: GitHub
• URL: https://github.com/matteofasulo/heartdisease-dashboard
• Owner: MatteoFasulo
• License: mit
• Created: 2024-03-09T13:32:49.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-03-09T15:01:03.000Z (11 months ago)
• Last Synced: 2024-11-19T08:10:38.846Z (3 months ago)
• Topics: bayesian-inference, bayesian-network, bayesian-networks, pgmpy, python3, streamlit, variable-elimination
• Language: Python
• Homepage: https://heart-disease-risk.streamlit.app
• Size: 35.2 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

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README

        
# Heart Disease Bayesian Network Dashboard

For a detailed explanation of the project, please refer to the [main repository](https://github.com/MatteoFasulo/BayesianHeartDisease).

## Report

The pdf report is available [here](https://matteofasulo.github.io/BayesianHeartDisease/report.pdf).

## Dashboard

The dashboard is a web application enabling users to interact with the Bayesian Network. Users input variable values, and the dashboard calculates the probability of heart disease. Built using the Streamlit library, the required packages can be installed using:

```bash

pip install -U -r requirements.txt

```

## Code of Conduct

Please note that this project is released with a [Contributor Code of Conduct](CODE_OF_CONDUCT.md). By participating in this project, you agree to abide by its terms.

## License

This project is licensed under the [MIT License](LICENSE).