libcll

User Guide

  • Datasets
    • Custom complementary-label dataset
    • Generate complementary labels using transition matrix
    • Multiple complementary-label dataset
  • Models
    • Loading a Model
  • Strategies
    • Custom complementary-label strategy
    • Change evaluation metric

API Reference

  • API for Datasets
    • Base Dataset Module
    • Complementary-label Dataset Module
      • CLMNIST
        • CLMNIST.data
        • CLMNIST.targets
        • CLMNIST.true_targets
        • CLMNIST.num_classes
        • CLMNIST.input_dim
        • CLMNIST.build_dataset()
      • CLCIFAR10
        • CLCIFAR10.data
        • CLCIFAR10.targets
        • CLCIFAR10.true_targets
        • CLCIFAR10.num_classes
        • CLCIFAR10.input_dim
        • CLCIFAR10.build_dataset()
    • Complementary-label Dataset Utilities
  • API for Models
    • Linear
      • Linear.training
    • MLP
      • MLP.training
    • ResNet
    • DenseNet
      • DenseNet.training
  • API for Strategies
    • Base Strategy Module
      • Strategy
        • Strategy.compute_acc()
        • Strategy.compute_scel()
        • Strategy.compute_ure()
        • Strategy.configure_optimizers()
        • Strategy.forward()
        • Strategy.on_test_epoch_end()
        • Strategy.on_validation_epoch_end()
        • Strategy.test_step()
        • Strategy.training_step()
        • Strategy.validation_step()
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