Model

Contents:

• Base Model
  • AnomalyModule
    • AnomalyModule.forward()
    • AnomalyModule.load_state_dict()
    • AnomalyModule.predict_step()
    • AnomalyModule.test_epoch_end()
    • AnomalyModule.test_step()
    • AnomalyModule.test_step_end()
    • AnomalyModule.validation_epoch_end()
    • AnomalyModule.validation_step()
    • AnomalyModule.validation_step_end()
  • DynamicBufferModule
    • DynamicBufferModule.get_tensor_attribute()
    • DynamicBufferModule.training
• Dimensionality Reduction
  • PCA
    • PCA.fit()
    • PCA.fit_transform()
    • PCA.forward()
    • PCA.inverse_transform()
    • PCA.transform()
    • PCA.training
  • SparseRandomProjection
    • SparseRandomProjection.fit()
    • SparseRandomProjection.johnson_lindenstrauss_min_dim()
    • SparseRandomProjection.transform()
• Feature Extractors
  • BackboneParams
    • BackboneParams.class_path
    • BackboneParams.init_args
  • FeatureExtractor
    • FeatureExtractor.training
  • TimmFeatureExtractor
    • TimmFeatureExtractor.forward()
    • TimmFeatureExtractor.training
  • TorchFXFeatureExtractor
    • TorchFXFeatureExtractor.forward()
    • TorchFXFeatureExtractor.initialize_feature_extractor()
    • TorchFXFeatureExtractor.training
  • dryrun_find_featuremap_dims()
• Filters
  • GaussianBlur2d
    • GaussianBlur2d.forward()
    • GaussianBlur2d.training
• Layers
  • SSPCAB
    • SSPCAB.forward()
    • SSPCAB.training
• Sampling
  • KCenterGreedy
    • KCenterGreedy.get_new_idx()
    • KCenterGreedy.reset_distances()
    • KCenterGreedy.sample_coreset()
    • KCenterGreedy.select_coreset_idxs()
    • KCenterGreedy.update_distances()
• Stats
  • GaussianKDE
    • GaussianKDE.cov()
    • GaussianKDE.fit()
    • GaussianKDE.forward()
    • GaussianKDE.training
  • MultiVariateGaussian
    • MultiVariateGaussian.fit()
    • MultiVariateGaussian.forward()
    • MultiVariateGaussian.training