Index

A

ActivationsFiltered (class in dnn_cool.activations) ActivationVisitor (class in dnn_cool.activations)

all_correct() (in module dnn_cool.missing_values) as_precondition() (dnn_cool.datasets.FlowDatasetPrecondition method)

B

binary_value_converter() (in module dnn_cool.value_converters) BinaryAccuracy (class in dnn_cool.metrics) BinaryF1Score (class in dnn_cool.metrics)

BinaryPrecision (class in dnn_cool.metrics) BinaryRecall (class in dnn_cool.metrics) bind_to_task() (dnn_cool.metrics.TorchMetric method)

C

classification_converter() (in module dnn_cool.value_converters) ClassificationAccuracy (class in dnn_cool.metrics) ClassificationF1Score (class in dnn_cool.metrics) ClassificationNumpyMetric (class in dnn_cool.metrics) ClassificationPrecision (class in dnn_cool.metrics) ClassificationRecall (class in dnn_cool.metrics) close() (dnn_cool.catalyst_utils.TensorboardConverters method) col_mapping (dnn_cool.catalyst_utils.TensorboardConverter attribute)

col_to_type_mapping (dnn_cool.catalyst_utils.TensorboardConverter attribute) CompositeActivation (class in dnn_cool.activations) CompositeVisitor (class in dnn_cool.visitors) compute_device_metrics() (in module dnn_cool.catalyst_utils) compute_leaf_losses() (in module dnn_cool.catalyst_utils) compute_metrics() (dnn_cool.evaluation.EvaluationVisitor method) compute_per_sample_losses() (in module dnn_cool.catalyst_utils) concat_nested() (in module dnn_cool.catalyst_utils) create_evaluation_record() (dnn_cool.evaluation.EvaluationVisitor method)

D

default_leaf_tree_explainer() (in module dnn_cool.treelib) default_tensorboard_type_mapping() (in module dnn_cool.catalyst_utils) DeviceReducingDataParallel (class in dnn_cool.catalyst_utils) discover_index_holder() (in module dnn_cool.datasets) dnn_cool (module) dnn_cool.activations (module) dnn_cool.catalyst_utils (module) dnn_cool.converters (module) dnn_cool.datasets (module) dnn_cool.decoders (module) dnn_cool.dsl (module)

dnn_cool.evaluation (module) dnn_cool.filter (module) dnn_cool.losses (module) dnn_cool.metrics (module) dnn_cool.missing_values (module) dnn_cool.modules (module) dnn_cool.treelib (module) dnn_cool.tuners (module) dnn_cool.utils (module) dnn_cool.value_converters (module) dnn_cool.visitors (module)

E

empty_precondition_result() (dnn_cool.metrics.ClassificationAccuracy method) empty_result() (dnn_cool.activations.ActivationVisitor method) (dnn_cool.evaluation.EvaluationVisitor method) (dnn_cool.filter.FilterVisitor method) (dnn_cool.tuners.TuningVisitor method) (dnn_cool.visitors.LeafVisitor method)

EvaluationCompositeVisitor (class in dnn_cool.evaluation) EvaluationResults (class in dnn_cool.evaluation) EvaluationVisitor (class in dnn_cool.evaluation)

F

FilterCompositeVisitor (class in dnn_cool.filter) FilterParams (class in dnn_cool.filter) FilterVisitor (class in dnn_cool.filter) find_results_for_treelib() (in module dnn_cool.treelib)

FlowDataset (class in dnn_cool.datasets) FlowDatasetDecorator (class in dnn_cool.datasets) FlowDatasetDict (class in dnn_cool.datasets) FlowDatasetPrecondition (class in dnn_cool.datasets)

G

gather() (dnn_cool.catalyst_utils.DeviceReducingDataParallel method) get_default_binary_metrics() (in module dnn_cool.metrics) get_default_bounded_regression_metrics() (in module dnn_cool.metrics) get_default_classification_metrics() (in module dnn_cool.metrics)

get_default_multilabel_classification_metrics() (in module dnn_cool.metrics) get_precondition() (dnn_cool.visitors.LeafVisitor method) get_visitor_data() (in module dnn_cool.visitors) GuidedGradCamPublisher (class in dnn_cool.catalyst_utils)

I

ICondition (class in dnn_cool.dsl) IFeaturesDict (class in dnn_cool.dsl) IFlowTask (class in dnn_cool.dsl) IFlowTaskResult (class in dnn_cool.dsl) ImageCoordinatesValuesConverter (class in dnn_cool.value_converters) ImagesFromFileSystem (class in dnn_cool.value_converters)

ImagesFromFileSystemConverter (class in dnn_cool.value_converters) img_publisher() (in module dnn_cool.catalyst_utils) IndexHolder (class in dnn_cool.datasets) initialize() (dnn_cool.catalyst_utils.TensorboardConverters method) InterpretationCallback (class in dnn_cool.catalyst_utils) IOut (class in dnn_cool.dsl) ITensorboardPublisher (class in dnn_cool.catalyst_utils)

L

LeafExplainer (class in dnn_cool.treelib) LeafVisitor (class in dnn_cool.visitors) load_inference_results_from_directory() (in module dnn_cool.catalyst_utils)

load_state_dict() (dnn_cool.value_converters.MultiLabelValuesConverter method) load_tuned() (dnn_cool.evaluation.EvaluationCompositeVisitor method) (dnn_cool.filter.FilterCompositeVisitor method) (dnn_cool.tuners.TunerVisitor method)

M

MeanAbsoluteError (class in dnn_cool.metrics) metric_fn (dnn_cool.catalyst_utils.SingleLossInterpretationCallback attribute)

MultiLabelClassificationAccuracy (class in dnn_cool.metrics) MultiLabelValuesConverter (class in dnn_cool.value_converters)

N

NumpyMetric (class in dnn_cool.metrics)

O

on_batch_end() (dnn_cool.catalyst_utils.InterpretationCallback method) (dnn_cool.catalyst_utils.SingleLossInterpretationCallback method) on_loader_end() (dnn_cool.catalyst_utils.InterpretationCallback method) (dnn_cool.catalyst_utils.SingleLossInterpretationCallback method)

on_loader_start() (dnn_cool.catalyst_utils.InterpretationCallback method) (dnn_cool.catalyst_utils.ReplaceGatherCallback method) (dnn_cool.catalyst_utils.SingleLossInterpretationCallback method) on_stage_end() (dnn_cool.catalyst_utils.InterpretationCallback method) on_stage_start() (dnn_cool.catalyst_utils.ReplaceGatherCallback method)

P

positive_values() (in module dnn_cool.missing_values) Precondition (class in dnn_cool.treelib) precondition_func (dnn_cool.datasets.FlowDatasetPrecondition attribute) preconditioned_result() (dnn_cool.activations.ActivationVisitor method) (dnn_cool.evaluation.EvaluationVisitor method) (dnn_cool.filter.FilterVisitor method) (dnn_cool.tuners.TuningVisitor method) (dnn_cool.visitors.LeafVisitor method)

prepare_interpretations() (dnn_cool.catalyst_utils.InterpretationCallback method) publish() (dnn_cool.catalyst_utils.TensorboardConverters method) publish_all() (in module dnn_cool.catalyst_utils)

R

reduce() (dnn_cool.activations.ActivationsFiltered method) (dnn_cool.evaluation.EvaluationResults method) (dnn_cool.filter.FilterParams method) (dnn_cool.tuners.TunedParams method) (dnn_cool.visitors.VisitorOut method)

reduce_on_device() (in module dnn_cool.catalyst_utils) ReplaceGatherCallback (class in dnn_cool.catalyst_utils) reset_device_reducing_tasks() (dnn_cool.catalyst_utils.DeviceReducingDataParallel method) Results (class in dnn_cool.treelib) RootCompositeVisitor (class in dnn_cool.visitors)

S

should_skip_loader() (in module dnn_cool.catalyst_utils)

SingleLossInterpretationCallback (class in dnn_cool.catalyst_utils) state_dict() (dnn_cool.value_converters.MultiLabelValuesConverter method)

T

TensorboardConverter (class in dnn_cool.catalyst_utils) TensorboardConverters (class in dnn_cool.catalyst_utils) TensorDict (class in dnn_cool.datasets) text_publisher() (in module dnn_cool.catalyst_utils) to_dict() (dnn_cool.datasets.FlowDatasetDict method) to_dict_of_lists() (in module dnn_cool.catalyst_utils) top_k (dnn_cool.catalyst_utils.TensorboardConverters attribute)

TorchMetric (class in dnn_cool.metrics) TreeExplainer (class in dnn_cool.treelib) TreeExplanation (class in dnn_cool.treelib) try_to_concat_list() (in module dnn_cool.catalyst_utils) TunedParams (class in dnn_cool.tuners) TunerVisitor (class in dnn_cool.tuners) TuningVisitor (class in dnn_cool.tuners) type_mapping (dnn_cool.catalyst_utils.TensorboardConverter attribute)

V

VisitorData (class in dnn_cool.visitors)

VisitorOut (class in dnn_cool.visitors)