API Reference

This section documents every public class, method, and function in minerva-opt.

• Pipelines
  • RayHyperParameterSearch
  • AblationStudyPipeline
• Results
  • AblationResults
• Callbacks
  • TrainerReportOnIntervalCallback
  • TrainerReportKeepOnlyLastCallback

Module overview

minerva_opt.pipelines.hyperparameter_search.RayHyperParameterSearch	Hyperparameter search pipeline using Ray Tune and PyTorch Lightning.
minerva_opt.pipelines.ablation_study.AblationStudyPipeline	Ablation study pipeline using Ray Tune and PyTorch Lightning.
minerva_opt.results.ablation_results.AblationResults	Wrapper around Ray's ResultGrid providing ablation-specific analysis.
minerva_opt.callbacks.ray_callbacks.TrainerReportOnIntervalCallback	PyTorch Lightning callback that reports metrics to Ray Train every N epochs.
minerva_opt.callbacks.ray_callbacks.TrainerReportKeepOnlyLastCallback	PyTorch Lightning callback that always reports the most recent checkpoint.