Index

_

__init__() (BaseCheck method) (BaseSuite method) (BasicModel method) (BoostingOverfit method) (CalibrationScore method) (CategoryMismatchTrainTest method) (CheckFailure method) (CheckResult method) (ClassificationData method) (ClassificationModel method) (ClassImbalance method) (ClassPerformance method) (COCOData method) (CocoDataset method) (ColumnsInfo method) (Condition method) (ConditionResult method) (ConflictingLabels method) (ConfusionMatrixReport method), [1] (Context method), [1] (DataDuplicates method) (Dataset method) (DatasetsSizeComparison method) (DatasetValidationError method) (DateTrainTestLeakageDuplicates method) (DateTrainTestLeakageOverlap method) (DeepchecksBaseError method) (DeepchecksNotImplementedError method) (DeepchecksNotSupportedError method) (DeepchecksProcessError method) (DeepchecksTimeoutError method) (DeepchecksValueError method) (DetectionData method) (FeatureFeatureCorrelation method) (FeatureLabelCorrelation method) (FeatureLabelCorrelationChange method) (Hashable method) (HeatmapComparison method) (IdentifierLabelCorrelation method), [1] (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (IndexTrainTestLeakage method) (IsSingleValue method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (MeanDice method) (MeanIoU method) (MixedDataTypes method) (MixedNulls method) (MNIST method) (MNISTData method) (MNistNet method) (ModelComparisonCheck method) (ModelComparisonContext method) (ModelComparisonSuite method) (ModelErrorAnalysis method) (ModelInferenceTime method) (ModelInfo method) (ModelOnlyCheck method), [1] (ModelValidationError method) (MultiModelPerformanceReport method) (MultivariateDrift method) (NewLabels method) (NewLabelTrainTest method) (NotEnoughSamplesError method) (NumberOfFeaturesLimitError method) (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) (OutlierSampleDetection method) (PercentOfNulls method) (ProgressBarGroup method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RegressionErrorDistribution method) (RegressionSystematicError method) (RobustnessReport method) (RocReport method) (SegmentPerformance method) (SimilarImageLeakage method) (SimpleModelComparison method), [1] (SingleDatasetCheck method), [1] (SingleDatasetPerformance method), [1] (SpecialCharacters method) (StringLengthOutOfBounds method) (StringMismatch method) (StringMismatchComparison method) (Suite method), [1] (SuiteResult method) (TrainTestCheck method), [1] (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPerformance method) (TrainTestPredictionDrift method), [1] (TrainTestSamplesMix method) (UnusedFeatures method) (ValidationError method) (VisionData method) (WeakSegmentsPerformance method), [1] (WholeDatasetDrift method) (YoloParser method)

__new__() (BaseCheck method) (BaseSuite method) (BasicModel method) (BoostingOverfit method) (CalibrationScore method) (CategoryMismatchTrainTest method) (CheckFailure method) (CheckResult method) (ClassificationModel method) (ClassImbalance method) (ClassPerformance method) (COCOData method) (CocoDataset method) (ColumnsInfo method) (Condition method) (ConditionResult method) (ConflictingLabels method) (ConfusionMatrixReport method), [1] (DataDuplicates method) (DatasetsSizeComparison method) (DatasetValidationError method) (DateTrainTestLeakageDuplicates method) (DateTrainTestLeakageOverlap method) (DeepchecksBaseError method) (DeepchecksNotImplementedError method) (DeepchecksNotSupportedError method) (DeepchecksProcessError method) (DeepchecksTimeoutError method) (DeepchecksValueError method) (FeatureFeatureCorrelation method) (FeatureLabelCorrelation method) (FeatureLabelCorrelationChange method) (Hashable method) (HeatmapComparison method) (IdentifierLabelCorrelation method), [1] (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (IndexTrainTestLeakage method) (IsSingleValue method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (MeanDice method) (MeanIoU method) (MixedDataTypes method) (MixedNulls method) (MNIST method) (MNISTData method) (MNistNet method) (ModelErrorAnalysis method) (ModelInferenceTime method) (ModelInfo method) (ModelValidationError method) (MultiModelPerformanceReport method) (MultivariateDrift method) (NewLabels method) (NewLabelTrainTest method) (NotEnoughSamplesError method) (NumberOfFeaturesLimitError method) (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) (OutlierSampleDetection method) (PercentOfNulls method) (ProgressBarGroup method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RegressionErrorDistribution method) (RegressionSystematicError method) (RobustnessReport method) (RocReport method) (SegmentPerformance method) (SimilarImageLeakage method) (SimpleModelComparison method), [1] (SingleDatasetPerformance method), [1] (SpecialCharacters method) (StringLengthOutOfBounds method) (StringMismatch method) (StringMismatchComparison method) (SuiteResult method) (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPerformance method) (TrainTestPredictionDrift method), [1] (TrainTestSamplesMix method) (UnusedFeatures method) (ValidationError method) (WeakSegmentsPerformance method), [1] (WholeDatasetDrift method) (YoloParser method)

A

add() (BaseSuite method) (ModelComparisonSuite method) (Suite method), [1] add_condition() (BaseCheck method) (BoostingOverfit method) (CalibrationScore method) (CategoryMismatchTrainTest method) (ClassImbalance method) (ClassPerformance method) (ColumnsInfo method) (ConflictingLabels method) (ConfusionMatrixReport method), [1] (DataDuplicates method) (DatasetsSizeComparison method) (DateTrainTestLeakageDuplicates method) (DateTrainTestLeakageOverlap method) (FeatureFeatureCorrelation method) (FeatureLabelCorrelation method) (FeatureLabelCorrelationChange method) (HeatmapComparison method) (IdentifierLabelCorrelation method), [1] (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (IndexTrainTestLeakage method) (IsSingleValue method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (MixedDataTypes method) (MixedNulls method) (ModelComparisonCheck method) (ModelErrorAnalysis method) (ModelInferenceTime method) (ModelInfo method) (ModelOnlyCheck method), [1] (MultiModelPerformanceReport method) (MultivariateDrift method) (NewLabels method) (NewLabelTrainTest method) (OutlierSampleDetection method) (PercentOfNulls method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RegressionErrorDistribution method) (RegressionSystematicError method) (RobustnessReport method) (RocReport method) (SegmentPerformance method) (SimilarImageLeakage method) (SimpleModelComparison method), [1] (SingleDatasetCheck method), [1] (SingleDatasetPerformance method), [1] (SpecialCharacters method) (StringLengthOutOfBounds method) (StringMismatch method) (StringMismatchComparison method) (TrainTestCheck method), [1] (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPerformance method) (TrainTestPredictionDrift method), [1] (TrainTestSamplesMix method) (UnusedFeatures method) (WeakSegmentsPerformance method), [1] (WholeDatasetDrift method) add_condition_auc_greater_than() (RocReport method) add_condition_average_mean_average_precision_greater_than() (MeanAveragePrecisionReport method) add_condition_class_performance_imbalance_ratio_less_than() (ClassPerformance method) (TrainTestPerformance method) add_condition_class_ratio_less_than() (ClassImbalance method) add_condition_degradation_not_greater_than() (RobustnessReport method) add_condition_different_nulls_less_equal_to() (MixedNulls method) add_condition_drift_score_less_than() (ImageDatasetDrift method) (ImagePropertyDrift method) (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPredictionDrift method), [1] add_condition_duplicates_ratio_less_or_equal() (TrainTestSamplesMix method)

add_condition_feature_pps_difference_less_than() (FeatureLabelCorrelationChange method) add_condition_feature_pps_in_train_less_than() (FeatureLabelCorrelationChange method) add_condition_feature_pps_less_than() (FeatureLabelCorrelation method) add_condition_gain_greater_than() (SimpleModelComparison method), [1] add_condition_greater_than() (SingleDatasetPerformance method), [1] add_condition_inference_time_less_than() (ModelInferenceTime method) add_condition_kurtosis_greater_than() (RegressionErrorDistribution method) add_condition_leakage_ratio_less_or_equal() (DateTrainTestLeakageDuplicates method) (DateTrainTestLeakageOverlap method) add_condition_less_than() (SingleDatasetPerformance method) add_condition_max_number_of_pairs_above_threshold() (FeatureFeatureCorrelation method) add_condition_mean_average_precision_greater_than() (MeanAveragePrecisionReport method) add_condition_new_categories_less_or_equal() (CategoryMismatchTrainTest method) add_condition_new_category_ratio_less_or_equal() (CategoryMismatchTrainTest method) add_condition_new_label_ratio_less_or_equal() (NewLabels method) (NewLabelTrainTest method) add_condition_new_labels_number_less_or_equal() (NewLabelTrainTest method) add_condition_no_new_variants() (StringMismatchComparison method) add_condition_no_outliers() (OutlierSampleDetection method) add_condition_no_variants() (StringMismatch method) add_condition_not_single_value() (IsSingleValue method) add_condition_number_of_high_variance_unused_features_less_or_equal() (UnusedFeatures method) add_condition_number_of_outliers_less_or_equal() (StringLengthOutOfBounds method) add_condition_number_variants_less_or_equal() (StringMismatch method) add_condition_outlier_ratio_less_or_equal() (OutlierSampleDetection method) add_condition_overall_drift_value_less_than() (MultivariateDrift method) (WholeDatasetDrift method) add_condition_percent_of_nulls_not_greater_than() (PercentOfNulls method) add_condition_pps_less_or_equal() (IdentifierLabelCorrelation method), [1] add_condition_property_pps_difference_less_than() (PropertyLabelCorrelationChange method) add_condition_property_pps_in_train_less_than() (PropertyLabelCorrelationChange method) add_condition_property_pps_less_than() (PropertyLabelCorrelation method) add_condition_rare_type_ratio_not_in_range() (MixedDataTypes method) add_condition_ratio_less_or_equal() (DataDuplicates method) (IndexTrainTestLeakage method) add_condition_ratio_new_variants_less_or_equal() (StringMismatchComparison method) add_condition_ratio_of_conflicting_labels_less_or_equal() (ConflictingLabels method) add_condition_ratio_of_outliers_less_or_equal() (StringLengthOutOfBounds method) add_condition_ratio_of_special_characters_less_or_equal() (SpecialCharacters method) add_condition_ratio_variants_less_or_equal() (StringMismatch method) add_condition_score_from_mean_ratio_greater_than() (ImageSegmentPerformance method) add_condition_segments_relative_performance_greater_than() (WeakSegmentsPerformance method), [1] add_condition_similar_images_less_or_equal() (SimilarImageLeakage method) add_condition_systematic_error_ratio_to_rmse_less_than() (RegressionErrorDistribution method) (RegressionSystematicError method) add_condition_test_average_recall_greater_than() (MeanAverageRecallReport method) add_condition_test_performance_greater_than() (ClassPerformance method) (TrainTestPerformance method) add_condition_test_score_percent_decline_less_than() (BoostingOverfit method) add_condition_test_size_greater_or_equal() (DatasetsSizeComparison method) add_condition_test_train_size_ratio_greater_than() (DatasetsSizeComparison method) add_condition_train_dataset_greater_or_equal_test() (DatasetsSizeComparison method) add_condition_train_test_relative_degradation_less_than() (ClassPerformance method) (TrainTestPerformance method) add_is_sampled_footnote() (Context method) add_module() (MNistNet method) alternative_scorer (SegmentPerformance attribute) apply() (MNistNet method) apply_transform() (CocoDataset method) assert_classification_task() (Context method) assert_datetime() (Dataset method) assert_features() (Dataset method) assert_images_valid() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) assert_index() (Dataset method) assert_labels_valid() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) assert_predictions_valid() (Context method) assert_regression_task() (Context method) assert_task_type() (Context method) attach() (MeanDice method) (MeanIoU method) (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) averaging_mechanism() (in module deepchecks.utils.metrics)

B

BaseCheck (class in deepchecks.core) BaseSuite (class in deepchecks.core) BasicModel (class in deepchecks.utils.typing) batch_of_index() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) batch_to_images() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method)

batch_to_labels() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) bfloat16() (MNistNet method) BoostingOverfit (class in deepchecks.tabular.checks.model_evaluation) buffers() (MNistNet method)

C

calc_pairwise_ious() (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) CalibrationScore (class in deepchecks.tabular.checks.model_evaluation) cast_to_dataset() (Dataset class method) cat_features (Dataset property) category (ConditionResult attribute) CategoryMismatchTrainTest (class in deepchecks.tabular.checks.train_test_validation) CheckFailure (class in deepchecks.core) CheckResult (class in deepchecks.core) checks (BaseSuite attribute) children() (MNistNet method) class_to_idx (MNIST property) classes (MNIST attribute) classes_in_label_col (Dataset property) classes_indices (ClassificationData property) (COCOData property) (DetectionData property) (MNISTData property) (VisionData property) ClassificationData (class in deepchecks.vision) ClassificationModel (class in deepchecks.utils.typing) ClassImbalance (class in deepchecks.tabular.checks.data_integrity) ClassPerformance (class in deepchecks.vision.checks.model_evaluation) clean_conditions() (BaseCheck method) (BoostingOverfit method) (CalibrationScore method) (CategoryMismatchTrainTest method) (ClassImbalance method) (ClassPerformance method) (ColumnsInfo method) (ConflictingLabels method) (ConfusionMatrixReport method), [1] (DataDuplicates method) (DatasetsSizeComparison method) (DateTrainTestLeakageDuplicates method) (DateTrainTestLeakageOverlap method) (FeatureFeatureCorrelation method) (FeatureLabelCorrelation method) (FeatureLabelCorrelationChange method) (HeatmapComparison method) (IdentifierLabelCorrelation method), [1] (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (IndexTrainTestLeakage method) (IsSingleValue method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (MixedDataTypes method) (MixedNulls method) (ModelComparisonCheck method) (ModelErrorAnalysis method) (ModelInferenceTime method) (ModelInfo method) (ModelOnlyCheck method), [1] (MultiModelPerformanceReport method) (MultivariateDrift method) (NewLabels method) (NewLabelTrainTest method) (OutlierSampleDetection method) (PercentOfNulls method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RegressionErrorDistribution method) (RegressionSystematicError method) (RobustnessReport method) (RocReport method) (SegmentPerformance method) (SimilarImageLeakage method) (SimpleModelComparison method), [1] (SingleDatasetCheck method), [1] (SingleDatasetPerformance method), [1] (SpecialCharacters method) (StringLengthOutOfBounds method) (StringMismatch method) (StringMismatchComparison method) (TrainTestCheck method), [1] (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPerformance method) (TrainTestPredictionDrift method), [1] (TrainTestSamplesMix method) (UnusedFeatures method) (WeakSegmentsPerformance method), [1] (WholeDatasetDrift method) COCOData (class in deepchecks.vision.datasets.detection.coco) CocoDataset (class in deepchecks.vision.datasets.detection.coco) columns_info (Dataset property) ColumnsInfo (class in deepchecks.tabular.checks.data_integrity) completed() (MeanDice method) (MeanIoU method) (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) compute() (ClassPerformance method) (ConfusionMatrixReport method) (HeatmapComparison method) (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (MeanDice method) (MeanIoU method) (ModelErrorAnalysis method) (ModelOnlyCheck method) (NewLabels method) (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RobustnessReport method) (SimilarImageLeakage method) (SimpleModelComparison method) (SingleDatasetCheck method) (SingleDatasetPerformance method) (TrainTestCheck method) (TrainTestLabelDrift method) (TrainTestPredictionDrift method) (WeakSegmentsPerformance method) Condition (class in deepchecks.core) ConditionCategory (class in deepchecks.core) ConditionResult (class in deepchecks.core) conditions_decision() (BaseCheck method) (BoostingOverfit method) (CalibrationScore method) (CategoryMismatchTrainTest method) (ClassImbalance method) (ClassPerformance method) (ColumnsInfo method) (ConflictingLabels method) (ConfusionMatrixReport method), [1] (DataDuplicates method) (DatasetsSizeComparison method) (DateTrainTestLeakageDuplicates method) (DateTrainTestLeakageOverlap method) (FeatureFeatureCorrelation method) (FeatureLabelCorrelation method) (FeatureLabelCorrelationChange method) (HeatmapComparison method) (IdentifierLabelCorrelation method), [1] (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (IndexTrainTestLeakage method) (IsSingleValue method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (MixedDataTypes method) (MixedNulls method) (ModelComparisonCheck method) (ModelErrorAnalysis method) (ModelInferenceTime method) (ModelInfo method) (ModelOnlyCheck method), [1] (MultiModelPerformanceReport method) (MultivariateDrift method) (NewLabels method) (NewLabelTrainTest method) (OutlierSampleDetection method) (PercentOfNulls method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RegressionErrorDistribution method) (RegressionSystematicError method) (RobustnessReport method) (RocReport method) (SegmentPerformance method) (SimilarImageLeakage method) (SimpleModelComparison method), [1] (SingleDatasetCheck method), [1] (SingleDatasetPerformance method), [1] (SpecialCharacters method) (StringLengthOutOfBounds method) (StringMismatch method) (StringMismatchComparison method) (TrainTestCheck method), [1] (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPerformance method) (TrainTestPredictionDrift method), [1] (TrainTestSamplesMix method) (UnusedFeatures method) (WeakSegmentsPerformance method), [1] (WholeDatasetDrift method)

conditions_results (CheckResult attribute) config() (BaseCheck method) (BaseSuite method) (BoostingOverfit method) (CalibrationScore method) (CategoryMismatchTrainTest method) (ClassImbalance method) (ClassPerformance method) (ColumnsInfo method) (ConflictingLabels method) (ConfusionMatrixReport method), [1] (DataDuplicates method) (DatasetsSizeComparison method) (DateTrainTestLeakageDuplicates method) (DateTrainTestLeakageOverlap method) (FeatureFeatureCorrelation method) (FeatureLabelCorrelation method) (FeatureLabelCorrelationChange method) (HeatmapComparison method) (IdentifierLabelCorrelation method), [1] (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (IndexTrainTestLeakage method) (IsSingleValue method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (MixedDataTypes method) (MixedNulls method) (ModelComparisonCheck method) (ModelComparisonSuite method) (ModelErrorAnalysis method) (ModelInferenceTime method) (ModelInfo method) (ModelOnlyCheck method), [1] (MultiModelPerformanceReport method) (MultivariateDrift method) (NewLabels method) (NewLabelTrainTest method) (OutlierSampleDetection method) (PercentOfNulls method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RegressionErrorDistribution method) (RegressionSystematicError method) (RobustnessReport method) (RocReport method) (SegmentPerformance method) (SimilarImageLeakage method) (SimpleModelComparison method), [1] (SingleDatasetCheck method), [1] (SingleDatasetPerformance method), [1] (SpecialCharacters method) (StringLengthOutOfBounds method) (StringMismatch method) (StringMismatchComparison method) (Suite method), [1] (TrainTestCheck method), [1] (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPerformance method) (TrainTestPredictionDrift method), [1] (TrainTestSamplesMix method) (UnusedFeatures method) (WeakSegmentsPerformance method), [1] (WholeDatasetDrift method) ConflictingLabels (class in deepchecks.tabular.checks.data_integrity) ConfusionMatrixReport (class in deepchecks.tabular.checks.model_evaluation) (class in deepchecks.vision.checks.model_evaluation) Context (class in deepchecks.tabular) (class in deepchecks.vision) context_type (ModelOnlyCheck attribute), [1] (SingleDatasetCheck attribute), [1] (TrainTestCheck attribute), [1] copy() (ClassificationData method) (COCOData method) (Dataset method) (DetectionData method) (MNISTData method) (VisionData method) cpu() (MNistNet method) create() (ProgressBarGroup method) create_colorbar_barchart_for_check() (in module deepchecks.utils.plot) create_confusion_matrix_figure() (in module deepchecks.utils.plot) create_dummy() (ProgressBarGroup method) create_new_file_name() (in module deepchecks.utils.strings) create_progress_bar() (in module deepchecks.utils.ipython) cuda() (MNistNet method)

D

data (Dataset property) data_dimension (ClassificationData property) (COCOData property) (DetectionData property) (MNISTData property) (VisionData property) data_integrity() (in module deepchecks.tabular.suites) (in module deepchecks.vision.suites) data_loader (ClassificationData property) (COCOData property) (DetectionData property) (MNISTData property) (VisionData property) DataDuplicates (class in deepchecks.tabular.checks.data_integrity) Dataset (class in deepchecks.tabular) datasets_share_categorical_features() (Dataset class method) datasets_share_date() (Dataset class method) datasets_share_features() (Dataset class method) datasets_share_index() (Dataset class method) datasets_share_label() (Dataset class method) DatasetsSizeComparison (class in deepchecks.tabular.checks.train_test_validation) DatasetValidationError datetime_col (Dataset property) datetime_name (Dataset property) DateTrainTestLeakageDuplicates (class in deepchecks.tabular.checks.train_test_validation) DateTrainTestLeakageOverlap (class in deepchecks.tabular.checks.train_test_validation) deepchecks.core module, [1] deepchecks.core.errors module deepchecks.tabular module deepchecks.tabular.checks module deepchecks.tabular.checks.data_integrity module deepchecks.tabular.checks.model_evaluation module deepchecks.tabular.checks.train_test_validation module deepchecks.tabular.datasets module deepchecks.tabular.datasets.classification module deepchecks.tabular.datasets.classification.adult module deepchecks.tabular.datasets.classification.breast_cancer module deepchecks.tabular.datasets.classification.iris module deepchecks.tabular.datasets.classification.lending_club module deepchecks.tabular.datasets.classification.phishing module deepchecks.tabular.datasets.regression module deepchecks.tabular.datasets.regression.airbnb module deepchecks.tabular.datasets.regression.avocado module deepchecks.tabular.datasets.regression.wine_quality module deepchecks.tabular.suites module deepchecks.utils module, [1]

deepchecks.utils.dataframes module deepchecks.utils.ipython module deepchecks.utils.metrics module deepchecks.utils.plot module deepchecks.utils.strings module deepchecks.utils.typing module deepchecks.utils.validation module deepchecks.vision module deepchecks.vision.checks module deepchecks.vision.checks.data_integrity module deepchecks.vision.checks.model_evaluation module deepchecks.vision.checks.train_test_validation module deepchecks.vision.datasets module deepchecks.vision.datasets.classification module deepchecks.vision.datasets.classification.mnist module deepchecks.vision.datasets.detection module deepchecks.vision.datasets.detection.coco module deepchecks.vision.datasets.detection.yolo_to_coco module deepchecks.vision.metrics module deepchecks.vision.suites module deepchecks.vision.utils module DeepchecksBaseError DeepchecksNotImplementedError DeepchecksNotSupportedError DeepchecksProcessError DeepchecksTimeoutError DeepchecksValueError default_fill_na_per_column_type() (in module deepchecks.utils.dataframes) detach() (MeanDice method) (MeanIoU method) (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) details (ConditionResult attribute) DetectionData (class in deepchecks.vision) device (Context property) display (CheckResult attribute) display_check() (CheckFailure method) (CheckResult method) double() (MNistNet method) download() (MNIST method) download_coco128() (CocoDataset class method) draw_image() (ImagePropertyOutliers method) (LabelPropertyOutliers method) dump_patches (MNistNet attribute)

E

ensure_hashable_or_mutable_sequence() (in module deepchecks.utils.validation) eval() (MNistNet method) extra_info (SuiteResult attribute)

extra_repr() (CocoDataset method) (MNIST method) (MNistNet method)

F

feature_1 (SegmentPerformance attribute) feature_2 (SegmentPerformance attribute) feature_importance (Context property) feature_importance_timeout (Context property) feature_importance_type (Context property) feature_reduce() (CategoryMismatchTrainTest static method) (PercentOfNulls static method) (TrainTestFeatureDrift static method) FeatureFeatureCorrelation (class in deepchecks.tabular.checks.data_integrity) FeatureLabelCorrelation (class in deepchecks.tabular.checks.data_integrity) FeatureLabelCorrelationChange (class in deepchecks.tabular.checks.train_test_validation) features (Dataset property) features_columns (Dataset property) filter_res() (ObjectDetectionAveragePrecision method) finalize_check_result() (Context method), [1] (ModelComparisonContext method) float() (MNistNet method) floatify_dataframe() (in module deepchecks.utils.dataframes) floatify_series() (in module deepchecks.utils.dataframes) format_datetime() (in module deepchecks.utils.strings) format_list() (in module deepchecks.utils.strings) format_number() (in module deepchecks.utils.strings) format_number_if_not_nan() (in module deepchecks.utils.strings) format_percent() (in module deepchecks.utils.strings) forward() (MNistNet method) from_config() (BaseCheck class method) (BaseSuite class method) (BoostingOverfit class method) (CalibrationScore class method) (CategoryMismatchTrainTest class method) (ClassImbalance class method) (ClassPerformance class method) (ColumnsInfo class method) (ConflictingLabels class method) (ConfusionMatrixReport class method), [1] (DataDuplicates class method) (DatasetsSizeComparison class method) (DateTrainTestLeakageDuplicates class method) (DateTrainTestLeakageOverlap class method) (FeatureFeatureCorrelation class method) (FeatureLabelCorrelation class method) (FeatureLabelCorrelationChange class method) (HeatmapComparison class method) (IdentifierLabelCorrelation class method), [1] (ImageDatasetDrift class method) (ImagePropertyDrift class method) (ImagePropertyOutliers class method) (ImageSegmentPerformance class method) (IndexTrainTestLeakage class method) (IsSingleValue class method) (LabelPropertyOutliers class method) (MeanAveragePrecisionReport class method) (MeanAverageRecallReport class method) (MixedDataTypes class method) (MixedNulls class method) (ModelComparisonCheck class method) (ModelComparisonSuite class method) (ModelErrorAnalysis class method) (ModelInferenceTime class method) (ModelInfo class method) (ModelOnlyCheck class method), [1] (MultiModelPerformanceReport class method) (MultivariateDrift class method) (NewLabels class method) (NewLabelTrainTest class method) (OutlierSampleDetection class method) (PercentOfNulls class method) (PropertyLabelCorrelation class method) (PropertyLabelCorrelationChange class method) (RegressionErrorDistribution class method) (RegressionSystematicError class method) (RobustnessReport class method) (RocReport class method) (SegmentPerformance class method) (SimilarImageLeakage class method) (SimpleModelComparison class method), [1] (SingleDatasetCheck class method), [1] (SingleDatasetPerformance class method), [1] (SpecialCharacters class method) (StringLengthOutOfBounds class method) (StringMismatch class method) (StringMismatchComparison class method) (Suite class method), [1] (TrainTestCheck class method), [1] (TrainTestFeatureDrift class method) (TrainTestLabelDrift class method), [1] (TrainTestPerformance class method) (TrainTestPredictionDrift class method), [1] (TrainTestSamplesMix class method) (UnusedFeatures class method) (WeakSegmentsPerformance class method), [1] (WholeDatasetDrift class method)

from_dataset() (ClassificationData class method) (COCOData class method) (DetectionData class method) (MNISTData class method) (VisionData class method) from_json() (BaseCheck class method) (BaseSuite method) (BoostingOverfit class method) (CalibrationScore class method) (CategoryMismatchTrainTest class method) (CheckFailure static method) (CheckResult static method) (ClassImbalance class method) (ClassPerformance class method) (ColumnsInfo class method) (ConflictingLabels class method) (ConfusionMatrixReport class method), [1] (DataDuplicates class method) (DatasetsSizeComparison class method) (DateTrainTestLeakageDuplicates class method) (DateTrainTestLeakageOverlap class method) (FeatureFeatureCorrelation class method) (FeatureLabelCorrelation class method) (FeatureLabelCorrelationChange class method) (HeatmapComparison class method) (IdentifierLabelCorrelation class method), [1] (ImageDatasetDrift class method) (ImagePropertyDrift class method) (ImagePropertyOutliers class method) (ImageSegmentPerformance class method) (IndexTrainTestLeakage class method) (IsSingleValue class method) (LabelPropertyOutliers class method) (MeanAveragePrecisionReport class method) (MeanAverageRecallReport class method) (MixedDataTypes class method) (MixedNulls class method) (ModelComparisonCheck class method) (ModelComparisonSuite method) (ModelErrorAnalysis class method) (ModelInferenceTime class method) (ModelInfo class method) (ModelOnlyCheck class method), [1] (MultiModelPerformanceReport class method) (MultivariateDrift class method) (NewLabels class method) (NewLabelTrainTest class method) (OutlierSampleDetection class method) (PercentOfNulls class method) (PropertyLabelCorrelation class method) (PropertyLabelCorrelationChange class method) (RegressionErrorDistribution class method) (RegressionSystematicError class method) (RobustnessReport class method) (RocReport class method) (SegmentPerformance class method) (SimilarImageLeakage class method) (SimpleModelComparison class method), [1] (SingleDatasetCheck class method), [1] (SingleDatasetPerformance class method), [1] (SpecialCharacters class method) (StringLengthOutOfBounds class method) (StringMismatch class method) (StringMismatchComparison class method) (Suite method), [1] (SuiteResult class method) (TrainTestCheck class method), [1] (TrainTestFeatureDrift class method) (TrainTestLabelDrift class method), [1] (TrainTestPerformance class method) (TrainTestPredictionDrift class method), [1] (TrainTestSamplesMix class method) (UnusedFeatures class method) (WeakSegmentsPerformance class method), [1] (WholeDatasetDrift class method) from_numpy() (Dataset class method) full_suite() (in module deepchecks.tabular.suites) (in module deepchecks.vision.suites) function (Condition attribute) functions (CocoDataset attribute) (MNIST attribute)

G

generalized_corrwith() (in module deepchecks.utils.dataframes) generate_check_docs_link() (in module deepchecks.utils.strings) get_augmented_dataset() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) get_base_form_to_variants_dict() (in module deepchecks.utils.strings) get_buffer() (MNistNet method) get_check_id() (CheckFailure method) (CheckResult method) get_classes() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) get_classes_scores_at() (ObjectDetectionAveragePrecision method) get_confidences() (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) get_data_by_kind() (Context method), [1] get_datetime_column_from_index() (Dataset method) get_default_properties() (ImagePropertyOutliers method) (LabelPropertyOutliers method) get_detection_areas() (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) get_docs_link() (in module deepchecks.utils.strings) get_docs_summary() (in module deepchecks.utils.strings) get_ellipsis() (in module deepchecks.utils.strings) get_extra_state() (MNistNet method) get_gain() (in module deepchecks.utils.metrics) get_header() (CheckFailure method) (CheckResult method)

get_icon() (ConditionResult method) get_labels_areas() (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) get_metadata() (CheckFailure method) (CheckResult method) get_not_passed_checks() (SuiteResult method) get_not_ran_checks() (SuiteResult method) get_parameter() (MNistNet method) get_passed_checks() (SuiteResult method) get_random_string() (in module deepchecks.utils.strings) get_scorer_name() (in module deepchecks.utils.metrics) get_scorers() (Context method) get_single_scorer() (Context method) get_submodule() (MNistNet method) get_transform_type() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) greater_is_better() (CategoryMismatchTrainTest method) (ImagePropertyDrift method) (NewLabels method) (NewLabelTrainTest method) (PercentOfNulls method) (SingleDatasetPerformance method), [1] (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPredictionDrift method), [1] group_class_detection_label() (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method)

H

half() (MNistNet method) has_images (ClassificationData property) (COCOData property) (DetectionData property) (MNISTData property) (VisionData property) has_label() (Dataset method) has_labels (ClassificationData property) (COCOData property) (DetectionData property) (MNISTData property) (VisionData property)

Hashable (class in deepchecks.utils.typing) have_conditions() (CheckResult method) have_display() (CheckResult method) have_test() (Context method), [1] header (CheckResult attribute) HeatmapComparison (class in deepchecks.vision.checks.train_test_validation) hex_to_rgba() (in module deepchecks.utils.plot) html_serializer (CheckFailure property) (CheckResult property) (SuiteResult property)

I

IdentifierLabelCorrelation (class in deepchecks.tabular.checks.data_integrity) (class in deepchecks.tabular.checks.train_test_validation) ImageDatasetDrift (class in deepchecks.vision.checks.train_test_validation) ImagePropertyDrift (class in deepchecks.vision.checks.train_test_validation) ImagePropertyOutliers (class in deepchecks.vision.checks.data_integrity) ImageSegmentPerformance (class in deepchecks.vision.checks.model_evaluation) index_col (Dataset property) index_name (Dataset property) IndexTrainTestLeakage (class in deepchecks.tabular.checks.train_test_validation) infer_on_batch() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) init_cache() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) initialize_run() (ClassPerformance method) (ConfusionMatrixReport method) (HeatmapComparison method) (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (ModelErrorAnalysis method) (ModelOnlyCheck method) (NewLabels method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RobustnessReport method) (SimilarImageLeakage method) (SimpleModelComparison method) (SingleDatasetCheck method) (SingleDatasetPerformance method) (TrainTestCheck method) (TrainTestLabelDrift method) (TrainTestPredictionDrift method) (WeakSegmentsPerformance method)

ipython_serializer (CheckFailure property) (CheckResult property) (SuiteResult property) is_attached() (MeanDice method) (MeanIoU method) (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) is_categorical() (Dataset method) is_colab_env() (in module deepchecks.utils.ipython) is_databricks_env() (in module deepchecks.utils.ipython) is_float_column() (in module deepchecks.utils.dataframes) is_headless() (in module deepchecks.utils.ipython) is_kaggle_env() (in module deepchecks.utils.ipython) is_notebook() (in module deepchecks.utils.ipython) is_pass() (ConditionResult method) is_sagemaker_env() (in module deepchecks.utils.ipython) is_sampled() (ClassificationData method) (COCOData method) (Dataset method) (DetectionData method) (MNISTData method) (VisionData method) is_string_column() (in module deepchecks.utils.strings) is_terminal_interactive_shell() (in module deepchecks.utils.ipython) is_zmq_interactive_shell() (in module deepchecks.utils.ipython) IsSingleValue (class in deepchecks.tabular.checks.data_integrity) iteration_completed() (MeanDice method) (MeanIoU method) (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method)

L

label_col (Dataset property) label_id_to_name() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) label_name (Dataset property) label_type (Dataset property) LabelPropertyOutliers (class in deepchecks.vision.checks.data_integrity) len_when_sampled() (Dataset method) load_data() (in module deepchecks.tabular.datasets.classification.adult) (in module deepchecks.tabular.datasets.classification.breast_cancer) (in module deepchecks.tabular.datasets.classification.iris) (in module deepchecks.tabular.datasets.classification.lending_club) (in module deepchecks.tabular.datasets.classification.phishing) (in module deepchecks.tabular.datasets.regression.airbnb) (in module deepchecks.tabular.datasets.regression.avocado) (in module deepchecks.tabular.datasets.regression.wine_quality)

load_dataset() (in module deepchecks.vision.datasets.classification.mnist) (in module deepchecks.vision.datasets.detection.coco) load_fitted_model() (in module deepchecks.tabular.datasets.classification.adult) (in module deepchecks.tabular.datasets.classification.breast_cancer) (in module deepchecks.tabular.datasets.classification.iris) (in module deepchecks.tabular.datasets.classification.lending_club) (in module deepchecks.tabular.datasets.classification.phishing) (in module deepchecks.tabular.datasets.regression.avocado) (in module deepchecks.tabular.datasets.regression.wine_quality) load_model() (in module deepchecks.vision.datasets.classification.mnist) (in module deepchecks.vision.datasets.detection.coco) load_pre_calculated_feature_importance() (in module deepchecks.tabular.datasets.regression.airbnb) load_pre_calculated_prediction() (in module deepchecks.tabular.datasets.regression.airbnb) load_state_dict() (MNistNet method)

M

max_segments (SegmentPerformance attribute) MeanAveragePrecisionReport (class in deepchecks.vision.checks.model_evaluation) MeanAverageRecallReport (class in deepchecks.vision.checks.model_evaluation) MeanDice (class in deepchecks.vision.metrics) MeanIoU (class in deepchecks.vision.metrics) metadata() (BaseCheck method) (BoostingOverfit method) (CalibrationScore method) (CategoryMismatchTrainTest method) (ClassImbalance method) (ClassPerformance method) (ColumnsInfo method) (ConflictingLabels method) (ConfusionMatrixReport method), [1] (DataDuplicates method) (DatasetsSizeComparison method) (DateTrainTestLeakageDuplicates method) (DateTrainTestLeakageOverlap method) (FeatureFeatureCorrelation method) (FeatureLabelCorrelation method) (FeatureLabelCorrelationChange method) (HeatmapComparison method) (IdentifierLabelCorrelation method), [1] (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (IndexTrainTestLeakage method) (IsSingleValue method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (MixedDataTypes method) (MixedNulls method) (ModelComparisonCheck method) (ModelErrorAnalysis method) (ModelInferenceTime method) (ModelInfo method) (ModelOnlyCheck method), [1] (MultiModelPerformanceReport method) (MultivariateDrift method) (NewLabels method) (NewLabelTrainTest method) (OutlierSampleDetection method) (PercentOfNulls method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RegressionErrorDistribution method) (RegressionSystematicError method) (RobustnessReport method) (RocReport method) (SegmentPerformance method) (SimilarImageLeakage method) (SimpleModelComparison method), [1] (SingleDatasetCheck method), [1] (SingleDatasetPerformance method), [1] (SpecialCharacters method) (StringLengthOutOfBounds method) (StringMismatch method) (StringMismatchComparison method) (TrainTestCheck method), [1] (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPerformance method) (TrainTestPredictionDrift method), [1] (TrainTestSamplesMix method) (UnusedFeatures method) (WeakSegmentsPerformance method), [1] (WholeDatasetDrift method)

mirrors (MNIST attribute) MixedDataTypes (class in deepchecks.tabular.checks.data_integrity) MixedNulls (class in deepchecks.tabular.checks.data_integrity) MNIST (class in deepchecks.vision.datasets.classification.mnist) MNISTData (class in deepchecks.vision.datasets.classification.mnist) MNistNet (class in deepchecks.vision.datasets.classification.mnist) model (Context property), [1] model_classes (Context property) model_evaluation() (in module deepchecks.tabular.suites) (in module deepchecks.vision.suites) model_name (Context property), [1] ModelComparisonCheck (class in deepchecks.tabular) ModelComparisonContext (class in deepchecks.tabular) ModelComparisonSuite (class in deepchecks.tabular) ModelErrorAnalysis (class in deepchecks.vision.checks.model_evaluation) ModelInferenceTime (class in deepchecks.tabular.checks.model_evaluation) ModelInfo (class in deepchecks.tabular.checks.model_evaluation) ModelOnlyCheck (class in deepchecks.tabular) (class in deepchecks.vision) models (ModelComparisonContext property) ModelValidationError module deepchecks.core, [1] deepchecks.core.errors deepchecks.tabular deepchecks.tabular.checks deepchecks.tabular.checks.data_integrity deepchecks.tabular.checks.model_evaluation deepchecks.tabular.checks.train_test_validation deepchecks.tabular.datasets deepchecks.tabular.datasets.classification deepchecks.tabular.datasets.classification.adult deepchecks.tabular.datasets.classification.breast_cancer deepchecks.tabular.datasets.classification.iris deepchecks.tabular.datasets.classification.lending_club deepchecks.tabular.datasets.classification.phishing deepchecks.tabular.datasets.regression deepchecks.tabular.datasets.regression.airbnb deepchecks.tabular.datasets.regression.avocado deepchecks.tabular.datasets.regression.wine_quality deepchecks.tabular.suites deepchecks.utils, [1] deepchecks.utils.dataframes deepchecks.utils.ipython deepchecks.utils.metrics deepchecks.utils.plot deepchecks.utils.strings deepchecks.utils.typing deepchecks.utils.validation deepchecks.vision deepchecks.vision.checks deepchecks.vision.checks.data_integrity deepchecks.vision.checks.model_evaluation deepchecks.vision.checks.train_test_validation deepchecks.vision.datasets deepchecks.vision.datasets.classification deepchecks.vision.datasets.classification.mnist deepchecks.vision.datasets.detection deepchecks.vision.datasets.detection.coco deepchecks.vision.datasets.detection.yolo_to_coco deepchecks.vision.metrics deepchecks.vision.suites deepchecks.vision.utils modules() (MNistNet method) MultiModelPerformanceReport (class in deepchecks.tabular.checks.model_evaluation) MultivariateDrift (class in deepchecks.tabular.checks.train_test_validation)

N

n_of_samples_per_class (ClassificationData property) (COCOData property) (DetectionData property) (MNISTData property) (VisionData property) n_samples (Dataset property) name (BaseSuite attribute) (Condition attribute) (ConditionResult attribute) (SuiteResult attribute) name() (BaseCheck class method) (BoostingOverfit class method) (CalibrationScore class method) (CategoryMismatchTrainTest class method) (ClassImbalance class method) (ClassPerformance class method) (ColumnsInfo class method) (ConflictingLabels class method) (ConfusionMatrixReport class method), [1] (DataDuplicates class method) (DatasetsSizeComparison class method) (DateTrainTestLeakageDuplicates class method) (DateTrainTestLeakageOverlap class method) (FeatureFeatureCorrelation class method) (FeatureLabelCorrelation class method) (FeatureLabelCorrelationChange class method) (HeatmapComparison class method) (IdentifierLabelCorrelation class method), [1] (ImageDatasetDrift class method) (ImagePropertyDrift class method) (ImagePropertyOutliers class method) (ImageSegmentPerformance class method) (IndexTrainTestLeakage class method) (IsSingleValue class method) (LabelPropertyOutliers class method) (MeanAveragePrecisionReport class method) (MeanAverageRecallReport class method) (MixedDataTypes class method) (MixedNulls class method) (ModelComparisonCheck class method) (ModelErrorAnalysis class method) (ModelInferenceTime class method) (ModelInfo class method) (ModelOnlyCheck class method), [1] (MultiModelPerformanceReport class method) (MultivariateDrift class method) (NewLabels class method) (NewLabelTrainTest class method) (OutlierSampleDetection class method) (PercentOfNulls class method) (PropertyLabelCorrelation class method) (PropertyLabelCorrelationChange class method) (RegressionErrorDistribution class method) (RegressionSystematicError class method) (RobustnessReport class method) (RocReport class method) (SegmentPerformance class method) (SimilarImageLeakage class method) (SimpleModelComparison class method), [1] (SingleDatasetCheck class method), [1] (SingleDatasetPerformance class method), [1] (SpecialCharacters class method) (StringLengthOutOfBounds class method) (StringMismatch class method) (StringMismatchComparison class method) (TrainTestCheck class method), [1] (TrainTestFeatureDrift class method) (TrainTestLabelDrift class method), [1] (TrainTestPerformance class method) (TrainTestPredictionDrift class method), [1] (TrainTestSamplesMix class method) (UnusedFeatures class method) (WeakSegmentsPerformance class method), [1] (WholeDatasetDrift class method)

named_buffers() (MNistNet method) named_children() (MNistNet method) named_modules() (MNistNet method) named_parameters() (MNistNet method) NewLabels (class in deepchecks.vision.checks.train_test_validation) NewLabelTrainTest (class in deepchecks.tabular.checks.train_test_validation) NotEnoughSamplesError num_classes (ClassificationData property) (COCOData property) (DetectionData property) (MNISTData property) (VisionData property) num_samples (ClassificationData property) (COCOData property) (DetectionData property) (MNISTData property) (VisionData property) NumberOfFeaturesLimitError numerical_features (Dataset property)

O

ObjectDetectionAveragePrecision (class in deepchecks.vision.metrics) ObjectDetectionTpFpFn (class in deepchecks.vision.metrics) observed_classes (Context property) original_num_samples (ClassificationData property) (COCOData property) (DetectionData property) (MNISTData property) (VisionData property)

OutlierSampleDetection (class in deepchecks.tabular.checks.data_integrity)

P

parameters() (MNistNet method) params (Condition attribute) params() (BaseCheck method) (BoostingOverfit method) (CalibrationScore method) (CategoryMismatchTrainTest method) (ClassImbalance method) (ClassPerformance method) (ColumnsInfo method) (ConflictingLabels method) (ConfusionMatrixReport method), [1] (DataDuplicates method) (DatasetsSizeComparison method) (DateTrainTestLeakageDuplicates method) (DateTrainTestLeakageOverlap method) (FeatureFeatureCorrelation method) (FeatureLabelCorrelation method) (FeatureLabelCorrelationChange method) (HeatmapComparison method) (IdentifierLabelCorrelation method), [1] (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (IndexTrainTestLeakage method) (IsSingleValue method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (MixedDataTypes method) (MixedNulls method) (ModelComparisonCheck method) (ModelErrorAnalysis method) (ModelInferenceTime method) (ModelInfo method) (ModelOnlyCheck method), [1] (MultiModelPerformanceReport method) (MultivariateDrift method) (NewLabels method) (NewLabelTrainTest method) (OutlierSampleDetection method) (PercentOfNulls method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RegressionErrorDistribution method) (RegressionSystematicError method) (RobustnessReport method) (RocReport method) (SegmentPerformance method) (SimilarImageLeakage method) (SimpleModelComparison method), [1] (SingleDatasetCheck method), [1] (SingleDatasetPerformance method), [1] (SpecialCharacters method) (StringLengthOutOfBounds method) (StringMismatch method) (StringMismatchComparison method) (TrainTestCheck method), [1] (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPerformance method) (TrainTestPredictionDrift method), [1] (TrainTestSamplesMix method) (UnusedFeatures method) (WeakSegmentsPerformance method), [1] (WholeDatasetDrift method)

parse_images_and_labels() (YoloParser method) parse_label_file() (YoloParser method) parse_yolo_dir() (YoloParser method) passed() (SuiteResult method) passed_conditions() (CheckResult method) PercentOfNulls (class in deepchecks.tabular.checks.data_integrity) plot_row_of_heatmaps() (HeatmapComparison static method) predict() (BasicModel method) (ClassificationModel method) predict_proba() (ClassificationModel method) print_traceback() (CheckFailure method) priority (CheckResult property) (ConditionResult property) process_conditions() (CheckResult method) processed_folder (MNIST property) ProgressBarGroup (class in deepchecks.utils.ipython) property_reduce() (ImagePropertyDrift static method) (TrainTestLabelDrift static method) (TrainTestPredictionDrift static method) PropertyLabelCorrelation (class in deepchecks.vision.checks.data_integrity) PropertyLabelCorrelationChange (class in deepchecks.vision.checks.train_test_validation)

R

raw_folder (MNIST property) reduce_output() (CategoryMismatchTrainTest method) (CheckResult method) (ImagePropertyDrift method) (NewLabels method) (NewLabelTrainTest method) (PercentOfNulls method) (SingleDatasetPerformance method), [1] (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPredictionDrift method), [1] register (ProgressBarGroup attribute) register_backward_hook() (MNistNet method) register_buffer() (MNistNet method) register_datapipe_as_function() (CocoDataset class method) (MNIST class method) register_forward_hook() (MNistNet method) register_forward_pre_hook() (MNistNet method) register_full_backward_hook() (MNistNet method) register_function() (CocoDataset class method) (MNIST class method) register_parameter() (MNistNet method) RegressionErrorDistribution (class in deepchecks.tabular.checks.model_evaluation) RegressionSystematicError (class in deepchecks.tabular.checks.model_evaluation) remove() (BaseSuite method) (ModelComparisonSuite method) (Suite method), [1] remove_condition() (BaseCheck method) (BoostingOverfit method) (CalibrationScore method) (CategoryMismatchTrainTest method) (ClassImbalance method) (ClassPerformance method) (ColumnsInfo method) (ConflictingLabels method) (ConfusionMatrixReport method), [1] (DataDuplicates method) (DatasetsSizeComparison method) (DateTrainTestLeakageDuplicates method) (DateTrainTestLeakageOverlap method) (FeatureFeatureCorrelation method) (FeatureLabelCorrelation method) (FeatureLabelCorrelationChange method) (HeatmapComparison method) (IdentifierLabelCorrelation method), [1] (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (IndexTrainTestLeakage method) (IsSingleValue method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (MixedDataTypes method) (MixedNulls method) (ModelComparisonCheck method) (ModelErrorAnalysis method) (ModelInferenceTime method) (ModelInfo method) (ModelOnlyCheck method), [1] (MultiModelPerformanceReport method) (MultivariateDrift method) (NewLabels method) (NewLabelTrainTest method) (OutlierSampleDetection method) (PercentOfNulls method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RegressionErrorDistribution method) (RegressionSystematicError method) (RobustnessReport method) (RocReport method) (SegmentPerformance method) (SimilarImageLeakage method) (SimpleModelComparison method), [1] (SingleDatasetCheck method), [1] (SingleDatasetPerformance method), [1] (SpecialCharacters method) (StringLengthOutOfBounds method) (StringMismatch method) (StringMismatchComparison method) (TrainTestCheck method), [1] (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPerformance method) (TrainTestPredictionDrift method), [1] (TrainTestSamplesMix method) (UnusedFeatures method) (WeakSegmentsPerformance method), [1] (WholeDatasetDrift method) required_output_keys (MeanDice attribute) (MeanIoU attribute) (ObjectDetectionAveragePrecision attribute) (ObjectDetectionTpFpFn attribute) requires_grad_() (MNistNet method) reset() (MeanDice method) (MeanIoU method) (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) resources (MNIST attribute) results (SuiteResult attribute) RobustnessReport (class in deepchecks.vision.checks.model_evaluation) RocReport (class in deepchecks.tabular.checks.model_evaluation) run() (BaseCheck method) (BoostingOverfit method) (CalibrationScore method) (CategoryMismatchTrainTest method) (ClassImbalance method) (ClassPerformance method) (ColumnsInfo method) (ConflictingLabels method) (ConfusionMatrixReport method), [1] (DataDuplicates method) (DatasetsSizeComparison method) (DateTrainTestLeakageDuplicates method) (DateTrainTestLeakageOverlap method) (FeatureFeatureCorrelation method) (FeatureLabelCorrelation method) (FeatureLabelCorrelationChange method) (HeatmapComparison method) (IdentifierLabelCorrelation method), [1] (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (in module deepchecks.tabular.Suite), [1], [2], [3] (in module deepchecks.vision.Suite), [1], [2], [3] (IndexTrainTestLeakage method) (IsSingleValue method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (MixedDataTypes method) (MixedNulls method) (ModelComparisonCheck method) (ModelComparisonSuite method) (ModelErrorAnalysis method) (ModelInferenceTime method) (ModelInfo method) (ModelOnlyCheck method), [1] (MultiModelPerformanceReport method) (MultivariateDrift method) (NewLabels method) (NewLabelTrainTest method) (OutlierSampleDetection method) (PercentOfNulls method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RegressionErrorDistribution method) (RegressionSystematicError method) (RobustnessReport method) (RocReport method) (SegmentPerformance method) (SimilarImageLeakage method) (SimpleModelComparison method), [1] (SingleDatasetCheck method), [1] (SingleDatasetPerformance method), [1] (SpecialCharacters method) (StringLengthOutOfBounds method) (StringMismatch method) (StringMismatchComparison method) (Suite method), [1] (TrainTestCheck method), [1] (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPerformance method) (TrainTestPredictionDrift method), [1] (TrainTestSamplesMix method) (UnusedFeatures method) (WeakSegmentsPerformance method), [1] (WholeDatasetDrift method)

run_logic() (BoostingOverfit method) (CalibrationScore method) (CategoryMismatchTrainTest method) (ClassImbalance method) (ColumnsInfo method) (ConflictingLabels method) (ConfusionMatrixReport method) (DataDuplicates method) (DatasetsSizeComparison method) (DateTrainTestLeakageDuplicates method) (DateTrainTestLeakageOverlap method) (FeatureFeatureCorrelation method) (FeatureLabelCorrelation method) (FeatureLabelCorrelationChange method) (IdentifierLabelCorrelation method), [1] (IndexTrainTestLeakage method) (IsSingleValue method) (MixedDataTypes method) (MixedNulls method) (ModelComparisonCheck method) (ModelInferenceTime method) (ModelInfo method) (ModelOnlyCheck method) (MultiModelPerformanceReport method) (MultivariateDrift method) (NewLabelTrainTest method) (OutlierSampleDetection method) (PercentOfNulls method) (RegressionErrorDistribution method) (RegressionSystematicError method) (RocReport method) (SegmentPerformance method) (SimpleModelComparison method) (SingleDatasetCheck method) (SingleDatasetPerformance method) (SpecialCharacters method) (StringLengthOutOfBounds method) (StringMismatch method) (StringMismatchComparison method) (TrainTestCheck method) (TrainTestFeatureDrift method) (TrainTestLabelDrift method) (TrainTestPerformance method) (TrainTestPredictionDrift method) (TrainTestSamplesMix method) (UnusedFeatures method) (WeakSegmentsPerformance method) (WholeDatasetDrift method) run_time (CheckFailure attribute) (CheckResult attribute)

S

sample() (Dataset method) save_as_cml_markdown() (SuiteResult method) save_as_html() (CheckFailure method) (CheckResult method) (SuiteResult method) save_coco_json() (YoloParser method) SegmentPerformance (class in deepchecks.tabular.checks.model_evaluation) select() (Dataset method) select_from_dataframe() (in module deepchecks.utils.dataframes) select_results() (SuiteResult method) set_extra_state() (MNistNet method) set_name() (ConditionResult method) share_memory() (MNistNet method) shifted_color_map() (in module deepchecks.utils.plot) show() (CheckFailure method) (CheckResult method) (SuiteResult method) show_in_iframe() (CheckFailure method) (CheckResult method) (SuiteResult method) show_in_window() (CheckFailure method) (CheckResult method) (SuiteResult method) show_not_interactive() (CheckFailure method) (CheckResult method) (SuiteResult method) SimilarImageLeakage (class in deepchecks.vision.checks.train_test_validation) SimpleModelComparison (class in deepchecks.tabular.checks.model_evaluation) (class in deepchecks.vision.checks.model_evaluation)

SingleDatasetCheck (class in deepchecks.tabular) (class in deepchecks.vision) SingleDatasetPerformance (class in deepchecks.tabular.checks.model_evaluation) (class in deepchecks.vision.checks.model_evaluation) SpecialCharacters (class in deepchecks.tabular.checks.data_integrity) split_and_keep() (in module deepchecks.utils.strings) split_by_order() (in module deepchecks.utils.strings) split_camel_case() (in module deepchecks.utils.strings) started() (MeanDice method) (MeanIoU method) (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) state_dict() (MNistNet method) static_predictions (Context property) static_properties (Context property) static_properties_from_df() (in module deepchecks.vision.utils) static_properties_input_types() (Context method) string_baseform() (in module deepchecks.utils.strings) StringLengthOutOfBounds (class in deepchecks.tabular.checks.data_integrity) StringMismatch (class in deepchecks.tabular.checks.data_integrity) StringMismatchComparison (class in deepchecks.tabular.checks.train_test_validation) Suite (class in deepchecks.tabular) (class in deepchecks.vision) SuiteResult (class in deepchecks.core) supported_checks() (BaseSuite class method) (ModelComparisonSuite class method) (Suite class method), [1]

T

task_type (ClassificationData property) (COCOData property) (Context property) (DetectionData property) (MNISTData property) (VisionData property) test (Context property), [1] test_data (MNIST property) test_file (MNIST attribute) test_labels (MNIST property) to() (MNistNet method) to_batch() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) to_dataset_index() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) to_empty() (MNistNet method) to_json() (BaseCheck method) (BaseSuite method) (BoostingOverfit method) (CalibrationScore method) (CategoryMismatchTrainTest method) (CheckFailure method) (CheckResult method) (ClassImbalance method) (ClassPerformance method) (ColumnsInfo method) (ConflictingLabels method) (ConfusionMatrixReport method), [1] (DataDuplicates method) (DatasetsSizeComparison method) (DateTrainTestLeakageDuplicates method) (DateTrainTestLeakageOverlap method) (FeatureFeatureCorrelation method) (FeatureLabelCorrelation method) (FeatureLabelCorrelationChange method) (HeatmapComparison method) (IdentifierLabelCorrelation method), [1] (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (IndexTrainTestLeakage method) (IsSingleValue method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (MixedDataTypes method) (MixedNulls method) (ModelComparisonCheck method) (ModelComparisonSuite method) (ModelErrorAnalysis method) (ModelInferenceTime method) (ModelInfo method) (ModelOnlyCheck method), [1] (MultiModelPerformanceReport method) (MultivariateDrift method) (NewLabels method) (NewLabelTrainTest method) (OutlierSampleDetection method) (PercentOfNulls method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RegressionErrorDistribution method) (RegressionSystematicError method) (RobustnessReport method) (RocReport method) (SegmentPerformance method) (SimilarImageLeakage method) (SimpleModelComparison method), [1] (SingleDatasetCheck method), [1] (SingleDatasetPerformance method), [1] (SpecialCharacters method) (StringLengthOutOfBounds method) (StringMismatch method) (StringMismatchComparison method) (Suite method), [1] (SuiteResult method) (TrainTestCheck method), [1] (TrainTestFeatureDrift method) (TrainTestLabelDrift method), [1] (TrainTestPerformance method) (TrainTestPredictionDrift method), [1] (TrainTestSamplesMix method) (UnusedFeatures method) (WeakSegmentsPerformance method), [1] (WholeDatasetDrift method)

to_snake_case() (in module deepchecks.utils.strings) to_wandb() (CheckFailure method) (CheckResult method) (SuiteResult method) to_widget() (CheckFailure method) (CheckResult method) (SuiteResult method) train (Context property), [1] train() (MNistNet method) train_data (MNIST property) train_labels (MNIST property) train_test_split() (Dataset method) train_test_validation() (in module deepchecks.tabular.suites) (in module deepchecks.vision.suites) training_file (MNIST attribute) TrainTestCheck (class in deepchecks.tabular) (class in deepchecks.vision) TrainTestFeatureDrift (class in deepchecks.tabular.checks.train_test_validation) TrainTestLabelDrift (class in deepchecks.tabular.checks.train_test_validation) (class in deepchecks.vision.checks.train_test_validation) TrainTestPerformance (class in deepchecks.tabular.checks.model_evaluation) TrainTestPredictionDrift (class in deepchecks.tabular.checks.model_evaluation) (class in deepchecks.vision.checks.model_evaluation) TrainTestSamplesMix (class in deepchecks.tabular.checks.train_test_validation) transform_field (ClassificationData property) (COCOData property) (DetectionData property) (MNISTData property) (VisionData property) type() (MNistNet method)

U

un_numpy() (in module deepchecks.utils.dataframes) UnusedFeatures (class in deepchecks.tabular.checks.model_evaluation) update() (ClassPerformance method) (ConfusionMatrixReport method) (HeatmapComparison method) (ImageDatasetDrift method) (ImagePropertyDrift method) (ImagePropertyOutliers method) (ImageSegmentPerformance method) (LabelPropertyOutliers method) (MeanAveragePrecisionReport method) (MeanAverageRecallReport method) (MeanDice method) (MeanIoU method) (ModelErrorAnalysis method) (NewLabels method) (ObjectDetectionAveragePrecision method) (ObjectDetectionTpFpFn method) (PropertyLabelCorrelation method) (PropertyLabelCorrelationChange method) (RobustnessReport method) (SimilarImageLeakage method) (SimpleModelComparison method) (SingleDatasetCheck method) (SingleDatasetPerformance method) (TrainTestCheck method) (TrainTestLabelDrift method) (TrainTestPredictionDrift method) (WeakSegmentsPerformance method)

update_cache() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) update_classification() (ConfusionMatrixReport method) update_object_detection() (ConfusionMatrixReport method)

V

validate_columns_exist() (in module deepchecks.utils.dataframes) validate_format() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) validate_get_classes() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) validate_image_data() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) validate_inferred_batch_predictions() (ClassificationData static method) (COCOData static method) (DetectionData static method) (MNISTData static method) (VisionData static method)

validate_label() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) validate_prediction() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) validate_shared_label() (ClassificationData method) (COCOData method) (DetectionData method) (MNISTData method) (VisionData method) ValidationError value (CheckResult attribute) VisionData (class in deepchecks.vision) visualize_vision_data() (in module deepchecks.vision.utils)

W

WeakSegmentsPerformance (class in deepchecks.tabular.checks.model_evaluation) (class in deepchecks.vision.checks.model_evaluation) WholeDatasetDrift (class in deepchecks.tabular.checks.train_test_validation) widget_serializer (CheckFailure property) (CheckResult property) (SuiteResult property)

widget_to_html() (in module deepchecks.utils.strings) widget_to_html_string() (in module deepchecks.utils.strings) with_display (Context property), [1]

X

xpu() (MNistNet method)

Y

YoloParser (class in deepchecks.vision.datasets.detection.yolo_to_coco)

Z

zero_grad() (MNistNet method)