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AI Heart Disease Prediction

Kaggle

Heart disease prediction done by using Personal Key Indicators of Heart Disease dataset with various machine learning algorithms.

Python Env Setup

1- Create Environment

$ python3 -m venv venv/

2- Activating Environment

# Linux / MacOS
$ source venv/bin/activate

# Windows (Command Prompt)
$ venv\Scripts\activate

# Windows (Git Bash)
$ source venv/Scripts/activate

3- Installing Dependencies

# Linux / MacOS
$ pip install -r requirements-mac.txt

# Windows
$ pip install -r requirements-win.txt

4- Starting Jupyter Lab

# Linux / MacOS
$ venv/bin/jupyter-lab --port=8888

# Windows (Command Prompt)
$ venv\Scripts\jupyter-lab

# Windows (Git Bash)
$ venv/Scripts/jupyter-lab

Info: Installing Package

$ pip install <package>
$ pip freeze > requirements-mac.txt
$ pip freeze > requirements-win.txt

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Heart disease prediction done with various machine learning algorithms.

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