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A small package for the AutoDraft streamlit app as well as working with the NHL's API.

Project description

AutoDraft Package

This package contains the necessary modules for running the various scripts within the AutoDraft project. Namely:

  • api.py: Wrapper for the NHL's undocumented (mostly, shout-out to dword4) API.
  • arima.py: Module for performing Auto-ARIMA modelling and predictions using pmdarima.
  • gluonts.py: Module for performing DeepAR modelling and predictions; could be extended to any GluonTS model.
  • visualization.py: Module for visualizing model output and performance, largely through leveraging Bokeh.

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