Machine Learning Models

A collection of machine learning models implemented in Python, including regression, classification, decision tree, SVM, and other models.

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Project Structure

Machine-Learning-Models/
│── data/                # Sample datasets
│── data_preprocess/     # Preprocess datasets
│── models/              # Implementation of ML models
│   │── linear_regression.py
│   │── logistic_regression.py
│   │── decision_tree.py
│   │── ...
│── requirements.txt     # Dependencies
│── README.md            # Documentation

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Installation

Make sure you have Python 3.8+ installed, then clone the repository:

git clone https://github.com/kongchenglc/Machine-Learning-Models.git
cd Machine-Learning-Models

Install dependencies:

pip install -r requirements.txt

Train & Predict

python main.py