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2. NBA Points Predictor

# NBA Points Predictor

ML model to predict NBA player points per game using historical stats.

## Demo
- Notebook: [/notebooks/predict_points.ipynb](https://colab.research.google.com/drive/1QAn5y-n2MMbdcsJUIVb5Od4szoSqoThK)


## Tech
- Python
- Pandas, scikit-learn, XGBoost, CVAE
- Matplotlib

## Features
-  Uses 3 seasons of player/game logs
-  Features: opponent defense, minutes, teammate scoring, efficiency metrics
-  Forecasts expected points per player/game