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aucurriculum — A Curriculum Learning Toolkit for Deep Learning Tasks built on top of autrainer.

aucurriculum

  • GitHub
  • GitHub

Table of Contents

Usage

  • Quickstart
  • Tutorials
  • CLI Reference
  • CLI Wrapper
  • Hydra Configurations

Modules

  • Scoring Functions
  • Pacing Functions
  • Core
  • Postprocessing

Development

  • Reproducibility Guide
  • Contributing
  • Citing aucurriculum
  • Overview:...

All modules for which code is available

  • aucurriculum.core.constants.curriculum_constants
  • aucurriculum.core.filters.filters
  • aucurriculum.core.plotting.plot_curriculum
  • aucurriculum.core.scripts.create_script
  • aucurriculum.core.scripts.curriculum_script
  • aucurriculum.core.scripts.postprocess_script
  • aucurriculum.core.scripts.show_script
  • aucurriculum.core.scripts.train_script
  • aucurriculum.core.wrappers.main
  • aucurriculum.curricula.curriculum_pace_manager
  • aucurriculum.curricula.curriculum_score_manager
  • aucurriculum.curricula.pacing.abstract_pace
  • aucurriculum.curricula.pacing.exponential
  • aucurriculum.curricula.pacing.logarithmic
  • aucurriculum.curricula.pacing.one_step
  • aucurriculum.curricula.pacing.polynomial
  • aucurriculum.curricula.scoring.abstract_score
  • aucurriculum.curricula.scoring.ce_loss
  • aucurriculum.curricula.scoring.cumulative_accuracy
  • aucurriculum.curricula.scoring.cv_loss
  • aucurriculum.curricula.scoring.first_iteration
  • aucurriculum.curricula.scoring.predefined_score
  • aucurriculum.curricula.scoring.prediction_depth
  • aucurriculum.curricula.scoring.random_score
  • aucurriculum.curricula.scoring.transfer_teacher
  • aucurriculum.postprocessing.aggregate
  • aucurriculum.postprocessing.group
  • aucurriculum.postprocessing.summarize_curriculum

© Copyright 2024 (MIT) Simon Rampp, Manuel Milling, Andreas Triantafyllopoulos, Björn W. Schuller.