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Train an AFL Total Points model

Project description

Total Points Model

total-points-model is a Python library with useful functions and notebooks for tuning, training and evaluating an XGBoost model.

The target of this model is the Total Points Scored in an AFL match.

Installation

Use the package manager pip to install total-points-model.

pip install total-points-model

Usage

Data Processing


Hyperparameter Tuning


Model Building


Model Evaluation


Credits

Data sourced using a private R package. Credits to dgt23.

CONTRIBUTING

I am no longer updating this package as I am exploring other AFL related analysis and packages.

License

MIT

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