Predict car prices from mileage using linear regression from scratch in Python.
- Train a linear regression model with gradient descent
- Normalize mileage data for better predictions
- Save and load model parameters
- Estimate price interactively
- Visualize the dataset and regression line
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Python 3.11+
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Install dependencies:
pip install -r requirements.txt
python train.py
python estimate.py
python plot.py