plexus.scores.core package

The Plexus scores package contains the core classes and functions for building and running machine-learning models.

Submodules

• plexus.scores.core.CostAccumulator module
  • CostAccumulator
    • CostAccumulator.__init__()
    • CostAccumulator.add_api_call()
    • CostAccumulator.add_compute()
    • CostAccumulator.add_custom()
    • CostAccumulator.add_db_io()
    • CostAccumulator.add_http_call()
    • CostAccumulator.to_dict()
• plexus.scores.core.ScoreData module
  • ScoreData
    • ScoreData.analyze_dataset()
    • ScoreData.load_data()
    • ScoreData.process_data()
• plexus.scores.core.ScoreMLFlow module
  • ScoreMLFlow
    • ScoreMLFlow.log_evaluation_metrics()
    • ScoreMLFlow.log_stored_parameters()
    • ScoreMLFlow.record_configuration()
    • ScoreMLFlow.start_mlflow_experiment_run()
• plexus.scores.core.ScoreVisualization module
  • ScoreVisualization
• plexus.scores.core.utils module
  • ensure_model_directory_exists()
  • ensure_report_directory_exists()