Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U _ __bool__() (dnikit.base.Batch.Builder.MutableMetadataType method) (dnikit.base.Batch.MetadataType method) (dnikit.base.Batch.MetadataType.ElementType method) __call__() (dnikit.base.CachedProducer method) (dnikit.base.ImageProducer method) (dnikit.base.Model method) (dnikit.base.TrainTestSplitProducer method) (dnikit.introspectors.DuplicatesThresholdStrategyType method) (dnikit.introspectors.FamiliarityStrategyType method) (dnikit.introspectors.PFAStrategyType method) (dnikit.introspectors.PFAUnitSelectionStrategyType method) (dnikit_tensorflow.TFModelWrapper method) __contains__() (dnikit.base.Batch.Builder.MutableMetadataType method) (dnikit.base.Batch.MetadataType method) (dnikit.base.Batch.MetadataType.ElementType method) __delitem__() (dnikit.base.Batch.Builder.MutableMetadataType method) __getitem__() (dnikit.base.Batch.Builder.MutableMetadataType method) (dnikit.base.Batch.ElementsView method) (dnikit.base.Batch.MetadataType method) (dnikit.base.Batch.MetadataType.ElementType method) __iter__() (dnikit.base.Batch.ElementsView method) __setitem__() (dnikit.base.Batch.Builder.MutableMetadataType method) _get_batch_processor() (dnikit.base.PipelineStage method) _ModelDetails (class in dnikit.base._model) _pipeline() (dnikit.base.PipelineStage method) A anonymous_field_name (dnikit_torch.TorchProducer attribute) as_producer() (dnikit.processors.Cacher method) attach_metadata (dnikit.base.TrainTestSplitProducer attribute) ATTENTION (dnikit.base.ResponseInfo.LayerKind attribute) AVERAGE (dnikit.processors.Pooler.Method attribute) AVERAGE_POOLING_1D (dnikit.base.ResponseInfo.LayerKind attribute) AVERAGE_POOLING_2D (dnikit.base.ResponseInfo.LayerKind attribute) AVERAGE_POOLING_3D (dnikit.base.ResponseInfo.LayerKind attribute) B Batch (class in dnikit.base) batch (dnikit.introspectors.Duplicates.DuplicateSetCandidate attribute) BATCH_NORM (dnikit.base.ResponseInfo.LayerKind attribute) BATCH_NORM_2D (dnikit.base.ResponseInfo.LayerKind attribute) BATCH_NORM_3D (dnikit.base.ResponseInfo.LayerKind attribute) batch_size (dnikit.base.Batch property) (dnikit_torch.ProducerTorchDataset attribute) (dnikit_torch.TorchProducer property) Builder (class in dnikit.base.Batch) C cached (dnikit.processors.Cacher property) CachedProducer (class in dnikit.base) Cacher (class in dnikit.processors) CHART (dnikit.introspectors.IUA.VisType attribute) (dnikit.introspectors.PFA.VisType attribute) check_batch_size() (dnikit.introspectors.DimensionReductionStrategyType method) CHW (dnikit.base.ImageFormat attribute) clear() (dnikit.processors.Cacher static method) Composer (class in dnikit.processors) compute_familiarity_score() (dnikit.introspectors.FamiliarityDistribution method) Concatenator (class in dnikit.processors) CONV_1D (dnikit.base.ResponseInfo.LayerKind attribute) CONV_2D (dnikit.base.ResponseInfo.LayerKind attribute) CONV_3D (dnikit.base.ResponseInfo.LayerKind attribute) CONV_TRANSPOSE_1D (dnikit.base.ResponseInfo.LayerKind attribute) CONV_TRANSPOSE_2D (dnikit.base.ResponseInfo.LayerKind attribute) CONV_TRANSPOSE_3D (dnikit.base.ResponseInfo.LayerKind attribute) convergence_threshold (dnikit.introspectors.Familiarity.Strategy.GMM attribute) copy_to() (dnikit.base.CachedProducer method) count (dnikit.introspectors.Duplicates attribute) covariance_type (dnikit.introspectors.Familiarity.Strategy.GMM attribute) covariances (dnikit.introspectors.PFACovariancesResult attribute) D data (dnikit.introspectors.DatasetReport attribute) data_loader (dnikit_torch.TorchProducer attribute) DatasetReport (class in dnikit.introspectors) default_batch_size() (dnikit.introspectors.DimensionReductionStrategyType method) DENSE (dnikit.base.ResponseInfo.LayerKind attribute) DIAG (dnikit.introspectors.GMMCovarianceType attribute) diagnostics (dnikit.introspectors.PFARecipe attribute) DictMetaKey (class in dnikit.base.Batch) dim (dnikit.processors.Concatenator attribute) dim_reduction (dnikit.introspectors.ReportConfig attribute) DimensionReduction (class in dnikit.introspectors) DimensionReduction.Strategy (class in dnikit.introspectors) DimensionReduction.Strategy.PaCMAP (class in dnikit.introspectors) DimensionReduction.Strategy.PCA (class in dnikit.introspectors) DimensionReduction.Strategy.StandardPCA (class in dnikit.introspectors) DimensionReduction.Strategy.TSNE (class in dnikit.introspectors) DimensionReduction.Strategy.UMAP (class in dnikit.introspectors) DimensionReductionStrategyType (class in dnikit.introspectors) direction (dnikit.introspectors.PFA.UnitSelectionStrategy.AbsMax attribute) (dnikit.introspectors.PFA.UnitSelectionStrategy.AbsMin attribute) (dnikit.introspectors.PFA.UnitSelectionStrategy.L1Max attribute) (dnikit.introspectors.PFA.UnitSelectionStrategy.L1Min attribute) distance (dnikit.introspectors.PFA.UnitSelectionStrategy.AbsMax attribute) (dnikit.introspectors.PFA.UnitSelectionStrategy.AbsMin attribute) (dnikit.introspectors.PFA.UnitSelectionStrategy.L1Max attribute) (dnikit.introspectors.PFA.UnitSelectionStrategy.L1Min attribute) dnikit.exceptions module dnikit.processors module dnikit.typing module dnikit.typing.OneManyOrNone (in module dnikit.typing) dnikit.typing.OneOrMany (in module dnikit.typing) dnikit.typing.PathOrStr (in module dnikit.typing) dnikit.typing.StringLike (in module dnikit.typing) dnikit_tensorflow module dnikit_torch module DNIKitDeprecationWarning DNIKitException DROPOUT (dnikit.base.ResponseInfo.LayerKind attribute) DROPOUT_2D (dnikit.base.ResponseInfo.LayerKind attribute) DROPOUT_3D (dnikit.base.ResponseInfo.LayerKind attribute) dtype (dnikit.base.ResponseInfo attribute) dump() (dnikit.processors.PipelineDebugger static method) dump_fields (dnikit.processors.PipelineDebugger attribute) Duplicates (class in dnikit.introspectors) duplicates (dnikit.introspectors.ReportConfig attribute) Duplicates.DuplicateSetCandidate (class in dnikit.introspectors) Duplicates.ThresholdStrategy (class in dnikit.introspectors) Duplicates.ThresholdStrategy.Percentile (class in dnikit.introspectors) Duplicates.ThresholdStrategy.Slope (class in dnikit.introspectors) DuplicatesThresholdStrategyType (class in dnikit.introspectors) E eigenvalues (dnikit.introspectors.PFACovariancesResult attribute) eigenvectors (dnikit.introspectors.PFACovariancesResult attribute) elements (dnikit.base.Batch property) ElementsView (class in dnikit.base.Batch) ElementType (class in dnikit.base.Batch) (class in dnikit.base.Batch.MetadataType) ELU (dnikit.base.ResponseInfo.LayerKind attribute) enable_deprecation_warnings() (in module dnikit.exceptions) energy_threshold (dnikit.introspectors.PFA.Strategy.Energy attribute) epsilon_energy (dnikit.introspectors.PFA.Strategy.Size attribute) F failed_responses (dnikit.introspectors.PFA attribute) Familiarity (class in dnikit.introspectors) familiarity (dnikit.introspectors.ReportConfig attribute) Familiarity.Strategy (class in dnikit.introspectors) Familiarity.Strategy.GMM (class in dnikit.introspectors) FamiliarityDistribution (class in dnikit.introspectors) FamiliarityResult (class in dnikit.introspectors) FamiliarityStrategyType (class in dnikit.introspectors) field (dnikit.base.ImageProducer attribute) FieldRemover (class in dnikit.processors) FieldRenamer (class in dnikit.processors) fields (dnikit.base.Batch property) (dnikit.base.Batch.Builder attribute) (dnikit.base.Batch.ElementType property) (dnikit.processors.Concatenator attribute) (dnikit.processors.PipelineDebugger attribute) (dnikit.processors.SnapshotSaver attribute) first_only (dnikit.processors.PipelineDebugger attribute) fit_complete() (dnikit.introspectors.DimensionReductionStrategyType method) fit_incremental() (dnikit.introspectors.DimensionReductionStrategyType method) Flattener (class in dnikit.processors) from_dict_metadata() (dnikit.processors.Composer class method) from_disk() (dnikit.introspectors.DatasetReport static method) from_element_filter() (dnikit.processors.Composer class method) from_keras() (dnikit_tensorflow.TFModelWrapper class method) FULL (dnikit.introspectors.GMMCovarianceType attribute) G gaussian_count (dnikit.introspectors.Familiarity.Strategy.GMM attribute) get_algos() (dnikit.introspectors.PFA.UnitSelectionStrategy class method) get_input_layer_responses() (dnikit.base._model._ModelDetails method) get_recipe() (dnikit.introspectors.PFA method) get_response_infos() (dnikit.base._model._ModelDetails method) GMMCovarianceType (class in dnikit.introspectors) GRU (dnikit.base.ResponseInfo.LayerKind attribute) H HWC (dnikit.base.ImageFormat attribute) I IDENTIFIER (dnikit.base.Batch.StdKeys attribute) image_paths (dnikit.base.ImageProducer attribute) ImageFormat (class in dnikit.base) ImageGammaContrastProcessor (class in dnikit.processors) ImageGaussianBlurProcessor (class in dnikit.processors) ImageProducer (class in dnikit.base) ImageResizer (class in dnikit.processors) ImageRotationProcessor (class in dnikit.processors) inactive (dnikit.introspectors.IUA.Result attribute) inactive_units (dnikit.introspectors.PFACovariancesResult attribute) indices (dnikit.introspectors.Duplicates.DuplicateSetCandidate attribute) input_layers (dnikit.base.Model property) introspect (dnikit.base.Introspector attribute) introspect() (dnikit.introspectors.DatasetReport static method) (dnikit.introspectors.DimensionReduction static method) (dnikit.introspectors.Duplicates static method) (dnikit.introspectors.Familiarity static method) (dnikit.introspectors.IUA static method) (dnikit.introspectors.PFA static method) Introspector (class in dnikit.base) is_one_shot (dnikit.introspectors.DimensionReductionStrategyType property) IUA (class in dnikit.introspectors) IUA.Result (class in dnikit.introspectors) IUA.VisType (class in dnikit.introspectors) K keep (dnikit.processors.SnapshotRemover attribute) (dnikit.processors.SnapshotSaver attribute) keys() (dnikit.base.Batch.MetadataType method) kind (dnikit.base.ResponseInfo.Layer attribute) kl_divergence (dnikit.introspectors.PFAKLDiagnostics attribute) L label (dnikit.processors.PipelineDebugger attribute) LABELS (dnikit.base.Batch.StdKeys attribute) layer (dnikit.base.ResponseInfo attribute) LAYER_NORM (dnikit.base.ResponseInfo.LayerKind attribute) LEAKY_RELU (dnikit.base.ResponseInfo.LayerKind attribute) LINEAR (dnikit.base.ResponseInfo.LayerKind attribute) load_keras_model() (dnikit_tensorflow.TFModelWrapper static method) load_tf_model_from_memory() (in module dnikit_tensorflow) load_tf_model_from_path() (in module dnikit_tensorflow) LSTM (dnikit.base.ResponseInfo.LayerKind attribute) M make_batch() (dnikit.base.Batch.Builder method) make_covariance_result() (dnikit.introspectors.PFACovariancesResult static method) mapping (dnikit_torch.ProducerTorchDataset attribute) (dnikit_torch.TorchProducer attribute) MAX (dnikit.processors.Pooler.Method attribute) max_iterations (dnikit.introspectors.Familiarity.Strategy.GMM attribute) MAX_POOLING_1D (dnikit.base.ResponseInfo.LayerKind attribute) MAX_POOLING_2D (dnikit.base.ResponseInfo.LayerKind attribute) MAX_POOLING_3D (dnikit.base.ResponseInfo.LayerKind attribute) max_samples (dnikit.base.TrainTestSplitProducer attribute) maximally_correlated_units (dnikit.introspectors.PFARecipe attribute) mean (dnikit.introspectors.Duplicates.DuplicateSetCandidate attribute) mean_inactive (dnikit.introspectors.IUA.Result attribute) MeanStdNormalizer (class in dnikit.processors) meta_key (dnikit.introspectors.Familiarity attribute) metadata (dnikit.base.Batch property) (dnikit.base.Batch.Builder attribute) (dnikit.base.Batch.ElementType property) metadata_key (dnikit.introspectors.Familiarity.Strategy.GMM attribute) (dnikit.introspectors.FamiliarityStrategyType attribute) MetadataRemover (class in dnikit.processors) MetadataRenamer (class in dnikit.processors) MetadataType (class in dnikit.base.Batch) MetaKey (class in dnikit.base.Batch) min_kept_count (dnikit.introspectors.PFA.Strategy.Energy attribute) (dnikit.introspectors.PFA.Strategy.Size attribute) MobileNet() (dnikit_tensorflow.TFModelExamples method) Model (class in dnikit.base) model (dnikit_tensorflow.TFModelWrapper attribute) module dnikit.exceptions dnikit.processors dnikit.typing dnikit_tensorflow dnikit_torch multi_introspect() (in module dnikit.base) MutableMetadataType (class in dnikit.base.Batch.Builder) N n_stages (dnikit.introspectors.ReportConfig property) name (dnikit.base.Batch.DictMetaKey attribute) (dnikit.base.Batch.MetaKey attribute) (dnikit.base.ResponseInfo attribute) (dnikit.base.ResponseInfo.Layer attribute) number_inactive_units (dnikit.introspectors.PFARecipe attribute) O OneOrManyDimStrategies (built-in variable) original_output_count (dnikit.introspectors.PFACovariancesResult attribute) (dnikit.introspectors.PFARecipe attribute) output_field (dnikit.processors.Concatenator attribute) P PATH (dnikit.base.Batch.StdKeys attribute) peek_first_batch() (in module dnikit.base) percentile (dnikit.introspectors.Duplicates.ThresholdStrategy.Percentile attribute) PFA (class in dnikit.introspectors) PFA.Strategy (class in dnikit.introspectors) PFA.Strategy.Energy (class in dnikit.introspectors) PFA.Strategy.KL (class in dnikit.introspectors) PFA.Strategy.KL.KLInterpolationFunction (class in dnikit.introspectors) PFA.Strategy.KL.LinearInterpolation (class in dnikit.introspectors) PFA.Strategy.Size (class in dnikit.introspectors) PFA.UnitSelectionStrategy (class in dnikit.introspectors) PFA.UnitSelectionStrategy.AbsMax (class in dnikit.introspectors) PFA.UnitSelectionStrategy.AbsMin (class in dnikit.introspectors) PFA.UnitSelectionStrategy.L1Max (class in dnikit.introspectors) PFA.UnitSelectionStrategy.L1Min (class in dnikit.introspectors) PFA.VisType (class in dnikit.introspectors) PFACovariancesResult (class in dnikit.introspectors) PFAEnergyDiagnostics (class in dnikit.introspectors) PFAKLDiagnostics (class in dnikit.introspectors) PFARecipe (class in dnikit.introspectors) PFAStrategyType (class in dnikit.introspectors) PFAUnitSelectionStrategyType (class in dnikit.introspectors) pipeline() (in module dnikit.base) PipelineDebugger (class in dnikit.processors) PipelineStage (class in dnikit.base) PLACEHOLDER (dnikit.base.ResponseInfo.LayerKind attribute) Pooler (class in dnikit.processors) Pooler.Method (class in dnikit.processors) postprocessing (dnikit_tensorflow.TFModelWrapper attribute) PRELU (dnikit.base.ResponseInfo.LayerKind attribute) preprocessing (dnikit_tensorflow.TFModelWrapper attribute) Processor (class in dnikit.processors) Producer (class in dnikit.base) producer (dnikit_torch.ProducerTorchDataset attribute) ProducerTorchDataset (class in dnikit_torch) projection (dnikit.introspectors.Duplicates.DuplicateSetCandidate attribute) (dnikit.introspectors.ReportConfig attribute) R recommended_output_count (dnikit.introspectors.PFARecipe attribute) relative_size (dnikit.introspectors.PFA.Strategy.Size attribute) RELU (dnikit.base.ResponseInfo.LayerKind attribute) RELU6 (dnikit.base.ResponseInfo.LayerKind attribute) ReportConfig (class in dnikit.introspectors) resolve_one_many_or_none() (in module dnikit.typing) resolve_one_or_many() (in module dnikit.typing) resolve_one_or_many_to_list() (in module dnikit.typing) resolve_path_or_str() (in module dnikit.typing) response_infos (dnikit.base.Model property) (dnikit_tensorflow.TFModelWrapper property) ResponseInfo (class in dnikit.base) ResponseInfo.Layer (class in dnikit.base) ResponseInfo.LayerKind (class in dnikit.base) results (dnikit.introspectors.Duplicates attribute) (dnikit.introspectors.IUA property) RNN (dnikit.base.ResponseInfo.LayerKind attribute) run_inference() (dnikit.base._model._ModelDetails method) S save (dnikit.processors.SnapshotSaver attribute) score (dnikit.introspectors.FamiliarityResult attribute) sensitivity (dnikit.introspectors.Duplicates.ThresholdStrategy.Slope attribute) shape (dnikit.base.ResponseInfo attribute) show() (dnikit.introspectors.IUA static method) (dnikit.introspectors.PFA static method) shuffle() (dnikit.base.TrainTestSplitProducer method) SIGMOID (dnikit.base.ResponseInfo.LayerKind attribute) size (dnikit.introspectors.Duplicates.DuplicateSetCandidate property) SnapshotRemover (class in dnikit.processors) snapshots (dnikit.base.Batch property) (dnikit.base.Batch.Builder attribute) (dnikit.base.Batch.ElementType property) (dnikit.processors.SnapshotRemover attribute) SnapshotSaver (class in dnikit.processors) SOFTMAX (dnikit.base.ResponseInfo.LayerKind attribute) split_dataset (dnikit.base.TrainTestSplitProducer attribute) split_familiarity_min (dnikit.introspectors.ReportConfig attribute) std (dnikit.introspectors.Duplicates.DuplicateSetCandidate attribute) std_inactive (dnikit.introspectors.IUA.Result attribute) StdKeys (class in dnikit.base.Batch) storage_path (dnikit.base.CachedProducer property) (dnikit.processors.Cacher property) subset() (dnikit.base.TrainTestSplitProducer method) SUM (dnikit.processors.Pooler.Method attribute) T TABLE (dnikit.introspectors.IUA.VisType attribute) (dnikit.introspectors.PFA.VisType attribute) TANH (dnikit.base.ResponseInfo.LayerKind attribute) target_dimensions (dnikit.introspectors.DimensionReduction.Strategy.PaCMAP attribute) (dnikit.introspectors.DimensionReduction.Strategy.PCA attribute) (dnikit.introspectors.DimensionReduction.Strategy.StandardPCA attribute) (dnikit.introspectors.DimensionReduction.Strategy.TSNE attribute) (dnikit.introspectors.DimensionReduction.Strategy.UMAP attribute) (dnikit.introspectors.DimensionReductionStrategyType property) TFDatasetExamples (class in dnikit_tensorflow) TFDatasetExamples.CIFAR10 (class in dnikit_tensorflow) TFDatasetExamples.CIFAR100 (class in dnikit_tensorflow) TFDatasetExamples.FashionMNIST (class in dnikit_tensorflow) TFDatasetExamples.MNIST (class in dnikit_tensorflow) TFModelExamples (class in dnikit_tensorflow) TFModelWrapper (class in dnikit_tensorflow) to_disk() (dnikit.introspectors.DatasetReport method) TorchProducer (class in dnikit_torch) total_kept_energy (dnikit.introspectors.PFAEnergyDiagnostics attribute) TrainTestSplitProducer (class in dnikit.base) transform() (dnikit.introspectors.DimensionReductionStrategyType method) transform_one_shot() (dnikit.introspectors.DimensionReductionStrategyType method) transforms (dnikit_torch.ProducerTorchDataset attribute) Transposer (class in dnikit.processors) typename (dnikit.base.ResponseInfo.Layer attribute) U unit_inactive_count (dnikit.introspectors.IUA.Result attribute) unit_inactive_proportion (dnikit.introspectors.IUA.Result attribute) units_ratio (dnikit.introspectors.PFAKLDiagnostics attribute) UNKNOWN (dnikit.base.ResponseInfo.LayerKind attribute) use_dim_reduction (dnikit.introspectors.ReportConfig property)