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ncaa_eval 0.9.0 documentation
ncaa_eval 0.9.0 documentation

User Guide:

  • User Guide

Tutorials:

  • Getting Started Tutorial
  • How to Create a Custom Model
  • How to Add a Custom Metric

Developer Guides:

  • NCAA Eval Style Guide
  • Testing Strategy

Testing Guides:

  • Testing Conventions
  • Domain-Specific Testing
  • Test Execution Tiers
  • Test Suite Quality Assurance
  • Test Approach Guide: Example-Based vs Property-Based vs Fuzz-Based Testing
  • Test Purpose Guide: Functional, Performance, and Regression Testing
  • Test Scope Guide: Unit vs Integration Tests

API Reference:

  • ncaa_eval
    • ncaa_eval package
      • ncaa_eval.cli package
        • ncaa_eval.cli.export module
        • ncaa_eval.cli.main module
        • ncaa_eval.cli.predict module
        • ncaa_eval.cli.train module
      • ncaa_eval.evaluation package
        • ncaa_eval.evaluation.backtest module
        • ncaa_eval.evaluation.bracket module
        • ncaa_eval.evaluation.kaggle_export module
        • ncaa_eval.evaluation.metrics module
        • ncaa_eval.evaluation.perturbation module
        • ncaa_eval.evaluation.plotting module
        • ncaa_eval.evaluation.providers module
        • ncaa_eval.evaluation.scoring module
        • ncaa_eval.evaluation.simulation module
        • ncaa_eval.evaluation.splitter module
      • ncaa_eval.ingest package
        • ncaa_eval.ingest.connectors package
          • ncaa_eval.ingest.connectors.base module
          • ncaa_eval.ingest.connectors.espn module
          • ncaa_eval.ingest.connectors.kaggle module
        • ncaa_eval.ingest.fuzzy module
        • ncaa_eval.ingest.repository module
        • ncaa_eval.ingest.schema module
        • ncaa_eval.ingest.sync module
        • ncaa_eval.ingest.validation module
      • ncaa_eval.model package
        • ncaa_eval.model.base module
        • ncaa_eval.model.elo module
        • ncaa_eval.model.ensemble module
        • ncaa_eval.model.logistic_regression module
        • ncaa_eval.model.registry module
        • ncaa_eval.model.tracking module
        • ncaa_eval.model.xgboost_model module
      • ncaa_eval.transform package
        • ncaa_eval.transform.calibration module
        • ncaa_eval.transform.constants module
        • ncaa_eval.transform.elo module
        • ncaa_eval.transform.feature_serving module
        • ncaa_eval.transform.graph module
        • ncaa_eval.transform.normalization module
        • ncaa_eval.transform.opponent module
        • ncaa_eval.transform.sequential module
        • ncaa_eval.transform.serving module
      • ncaa_eval.utils package
        • ncaa_eval.utils.logger module
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ncaa_eval.cli package¶

Submodules¶

  • ncaa_eval.cli.export module
    • build_kaggle_submission()
    • run_export()
  • ncaa_eval.cli.main module
    • export()
    • predict()
    • train()
  • ncaa_eval.cli.predict module
    • build_predictions()
    • format_predictions_csv()
    • run_predict()
  • ncaa_eval.cli.train module
    • run_training()

Module contents¶

Training CLI package for NCAA_eval.

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ncaa_eval.cli.export module
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    • Submodules
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