https://github.com/bijilsubhash/heart-failure-prediction
Heart failure prediction web app
https://github.com/bijilsubhash/heart-failure-prediction
flask heroku-deployment jupyter-notebook machine-learning scikit-learn
Last synced: 3 months ago
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Heart failure prediction web app
- Host: GitHub
- URL: https://github.com/bijilsubhash/heart-failure-prediction
- Owner: bijilsubhash
- Created: 2022-01-02T08:15:20.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2022-01-02T09:47:58.000Z (over 4 years ago)
- Last Synced: 2025-01-30T08:33:30.768Z (over 1 year ago)
- Topics: flask, heroku-deployment, jupyter-notebook, machine-learning, scikit-learn
- Language: Jupyter Notebook
- Homepage: https://heart-failure-prediction-flask.herokuapp.com
- Size: 98.1 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Heart Failure Prediction Web App
Link: https://heart-failure-prediction-flask.herokuapp.com
A web app built using [heart failure prediction dataset](https://www.kaggle.com/fedesoriano/heart-failure-prediction "heart failure prediction dataset") from Kaggle, deployed on Heroku using Flask.
## File Descriptions
- **heart.csv** - raw data
- **heart-disease.ipynb**: notebook with data exploration, feature engineering and model building
- **model.pkl:** trained model, saved with pickle
- **app.py**: contains script to run Flask app
- **static**: folder with CSS file
- **templates**: folder with HTML
- **Procfile**: file supporting Heroku deployment
- **requirements.txt**: dependecies for Heroku deployment
## Technologies Used
- Python
- Pandas
- Numpy
- Scikit-learn
- Flask
- HTML
- CSS
- Heroku