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__builtins__ (in module deepchecks.vision.utils)
__cached__ (in module deepchecks.vision.utils)
__doc__ (in module deepchecks.vision.utils)
__file__ (in module deepchecks.vision.utils)
__init__() (BaseCheck method)
(BaseSuite method)
(BasicModel method)
(BoostingOverfit method)
(CalibrationScore method)
(CategoryMismatchTrainTest method)
(CheckFailure method)
(CheckResult method)
(ClassificationData method)
(ClassificationModel 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)
(DominantFrequencyChange 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)
(MixedDataTypes method)
(MixedNulls method)
(MNIST method)
(MNISTData method)
(MNistNet method)
(ModelComparisonCheck method)
(ModelComparisonContext method)
(ModelComparisonSuite method)
(ModelErrorAnalysis method)
,
[1]
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(ModelValidationError method)
(MultiModelPerformanceReport method)
(NewLabels method)
(NewLabelTrainTest method)
(NotEnoughSamplesError method)
(NumberOfFeaturesLimitError method)
(OutlierSampleDetection method)
(PercentOfNulls method)
(PerformanceReport method)
(ProgressBarGroup 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)
(WholeDatasetDrift method)
(YoloParser method)
__name__ (in module deepchecks.vision.utils)
__new__() (BaseCheck method)
(BaseSuite method)
(BasicModel method)
(BoostingOverfit method)
(CalibrationScore method)
(CategoryMismatchTrainTest method)
(CheckFailure method)
(CheckResult method)
(ClassificationModel 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)
(DominantFrequencyChange 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)
(MixedDataTypes method)
(MixedNulls method)
(MNIST method)
(MNISTData method)
(MNistNet method)
(ModelErrorAnalysis method)
,
[1]
(ModelInferenceTime method)
(ModelInfo method)
(ModelValidationError method)
(MultiModelPerformanceReport method)
(NewLabels method)
(NewLabelTrainTest method)
(NotEnoughSamplesError method)
(NumberOfFeaturesLimitError method)
(OutlierSampleDetection method)
(PercentOfNulls method)
(PerformanceReport method)
(ProgressBarGroup 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)
(WholeDatasetDrift method)
(YoloParser method)
__package__ (in module deepchecks.vision.utils)
__path__ (in module deepchecks.vision.utils)
A
add() (BaseSuite method)
(ModelComparisonSuite method)
(Suite method)
,
[1]
add_condition() (BaseCheck method)
(BoostingOverfit method)
(CalibrationScore method)
(CategoryMismatchTrainTest method)
(ClassPerformance method)
(ColumnsInfo method)
(ConflictingLabels method)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange 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)
,
[1]
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabels method)
(NewLabelTrainTest method)
(OutlierSampleDetection method)
(PercentOfNulls method)
(PerformanceReport 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)
(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)
(PerformanceReport method)
(TrainTestPerformance 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() (WholeDatasetDrift method)
add_condition_p_value_greater_than() (DominantFrequencyChange 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_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_change_less_than() (DominantFrequencyChange 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_performance_relative_difference_less_than() (ModelErrorAnalysis method)
add_condition_segments_relative_performance_greater_than() (WeakSegmentsPerformance method)
add_condition_similar_images_less_or_equal() (SimilarImageLeakage method)
add_condition_systematic_error_ratio_to_rmse_less_than() (RegressionSystematicError method)
add_condition_test_average_recall_greater_than() (MeanAverageRecallReport method)
add_condition_test_performance_greater_than() (ClassPerformance method)
(PerformanceReport 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)
(PerformanceReport method)
(TrainTestPerformance method)
add_is_sampled_footnote() (Context method)
add_module() (MNistNet method)
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)
,
[1]
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
calculate_feature_importance_or_none() (in module deepchecks.utils.features)
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 (Dataset property)
(MNIST attribute)
classes_indices (ClassificationData property)
(COCOData property)
(DetectionData property)
(MNISTData property)
(VisionData property)
ClassificationData (class in deepchecks.vision)
ClassificationModel (class in deepchecks.utils.typing)
ClassPerformance (class in deepchecks.vision.checks.model_evaluation)
clean_conditions() (BaseCheck method)
(BoostingOverfit method)
(CalibrationScore method)
(CategoryMismatchTrainTest method)
(ClassPerformance method)
(ColumnsInfo method)
(ConflictingLabels method)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange 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)
,
[1]
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabels method)
(NewLabelTrainTest method)
(OutlierSampleDetection method)
(PercentOfNulls method)
(PerformanceReport 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)
(WholeDatasetDrift method)
COCOData (class in deepchecks.vision.datasets.detection.coco)
CocoDataset (class in deepchecks.vision.datasets.detection.coco)
column_importance_sorter_df() (in module deepchecks.utils.features)
column_importance_sorter_dict() (in module deepchecks.utils.features)
columns_info (Dataset property)
ColumnsInfo (class in deepchecks.tabular.checks.data_integrity)
compute() (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)
(PropertyLabelCorrelationChange method)
(RobustnessReport method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
(SingleDatasetCheck method)
(SingleDatasetPerformance method)
(TrainTestCheck method)
(TrainTestLabelDrift method)
(TrainTestPredictionDrift 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)
(ClassPerformance method)
(ColumnsInfo method)
(ConflictingLabels method)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange 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)
,
[1]
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabels method)
(NewLabelTrainTest method)
(OutlierSampleDetection method)
(PercentOfNulls method)
(PerformanceReport 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)
(WholeDatasetDrift method)
conditions_results (CheckResult attribute)
config() (BaseCheck method)
(BaseSuite method)
(BoostingOverfit method)
(CalibrationScore method)
(CategoryMismatchTrainTest method)
(ClassPerformance method)
(ColumnsInfo method)
(ConflictingLabels method)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange 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)
,
[1]
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabels method)
(NewLabelTrainTest method)
(OutlierSampleDetection method)
(PercentOfNulls method)
(PerformanceReport 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)
(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.avocado
module
deepchecks.tabular.datasets.regression.wine_quality
module
deepchecks.tabular.suites
module
deepchecks.utils
module
,
[1]
deepchecks.utils.dataframes
module
deepchecks.utils.features
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.suites
module
deepchecks.vision.utils
module
DeepchecksBaseError
DeepchecksNotImplementedError
DeepchecksNotSupportedError
DeepchecksProcessError
DeepchecksTimeoutError
DeepchecksValueError
default_fill_na_per_column_type() (in module deepchecks.utils.dataframes)
details (ConditionResult attribute)
DetectionData (class in deepchecks.vision)
device (Context property)
display (CheckResult attribute)
display_check() (CheckFailure method)
(CheckResult method)
DominantFrequencyChange (class in deepchecks.tabular.checks.train_test_validation)
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_type (Context property)
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)
features_importance (Context property)
features_importance_type (Context property)
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 static method)
(BaseSuite static method)
(BoostingOverfit static method)
(CalibrationScore static method)
(CategoryMismatchTrainTest static method)
(ClassPerformance static method)
(ColumnsInfo static method)
(ConflictingLabels static method)
(ConfusionMatrixReport static method)
,
[1]
(DataDuplicates static method)
(DatasetsSizeComparison static method)
(DateTrainTestLeakageDuplicates static method)
(DateTrainTestLeakageOverlap static method)
(DominantFrequencyChange static method)
(FeatureFeatureCorrelation static method)
(FeatureLabelCorrelation static method)
(FeatureLabelCorrelationChange static method)
(HeatmapComparison static method)
(IdentifierLabelCorrelation static method)
,
[1]
(ImageDatasetDrift static method)
(ImagePropertyDrift static method)
(ImagePropertyOutliers static method)
(ImageSegmentPerformance static method)
(IndexTrainTestLeakage static method)
(IsSingleValue static method)
(LabelPropertyOutliers static method)
(MeanAveragePrecisionReport static method)
(MeanAverageRecallReport static method)
(MixedDataTypes static method)
(MixedNulls static method)
(ModelComparisonCheck static method)
(ModelComparisonSuite static method)
(ModelErrorAnalysis static method)
,
[1]
(ModelInferenceTime static method)
(ModelInfo static method)
(ModelOnlyCheck static method)
,
[1]
(MultiModelPerformanceReport static method)
(NewLabels static method)
(NewLabelTrainTest static method)
(OutlierSampleDetection static method)
(PercentOfNulls static method)
(PerformanceReport static method)
(PropertyLabelCorrelationChange static method)
(RegressionErrorDistribution static method)
(RegressionSystematicError static method)
(RobustnessReport static method)
(RocReport static method)
(SegmentPerformance static method)
(SimilarImageLeakage static method)
(SimpleModelComparison static method)
,
[1]
(SingleDatasetCheck static method)
,
[1]
(SingleDatasetPerformance static method)
,
[1]
(SpecialCharacters static method)
(StringLengthOutOfBounds static method)
(StringMismatch static method)
(StringMismatchComparison static method)
(Suite static method)
,
[1]
(TrainTestCheck static method)
,
[1]
(TrainTestFeatureDrift static method)
(TrainTestLabelDrift static method)
,
[1]
(TrainTestPerformance static method)
(TrainTestPredictionDrift static method)
,
[1]
(TrainTestSamplesMix static method)
(UnusedFeatures static method)
(WeakSegmentsPerformance static method)
(WholeDatasetDrift static method)
from_dataset() (ClassificationData class method)
(COCOData class method)
(DetectionData class method)
(MNISTData class method)
(VisionData class method)
from_json() (CheckFailure static method)
(CheckResult static method)
(SuiteResult 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_data_by_kind() (Context method)
,
[1]
get_datetime_column_from_index() (Dataset method)
get_default_properties() (ImagePropertyOutliers method)
(LabelPropertyOutliers 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_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_relevant_data() (ImagePropertyOutliers method)
(LabelPropertyOutliers method)
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)
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_categorical_features() (in module deepchecks.utils.features)
infer_numerical_features() (in module deepchecks.utils.features)
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)
(PropertyLabelCorrelationChange method)
(RobustnessReport method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
(SingleDatasetCheck method)
(SingleDatasetPerformance method)
(TrainTestCheck method)
(TrainTestLabelDrift method)
(TrainTestPredictionDrift method)
integrity_validation() (in module deepchecks.vision.suites)
ipython_serializer (CheckFailure property)
(CheckResult property)
(SuiteResult property)
is_categorical() (Dataset method)
(in module deepchecks.utils.features)
is_colab_env() (in module deepchecks.utils.ipython)
is_databricks_env() (in module deepchecks.utils.ipython)
is_float_column() (PropertyLabelCorrelationChange static method)
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)
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.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_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)
metadata() (BaseCheck method)
(BoostingOverfit method)
(CalibrationScore method)
(CategoryMismatchTrainTest method)
(ClassPerformance method)
(ColumnsInfo method)
(ConflictingLabels method)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange 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)
,
[1]
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabels method)
(NewLabelTrainTest method)
(OutlierSampleDetection method)
(PercentOfNulls method)
(PerformanceReport 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)
(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_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.tabular.checks.model_evaluation)
(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.avocado
deepchecks.tabular.datasets.regression.wine_quality
deepchecks.tabular.suites
deepchecks.utils
,
[1]
deepchecks.utils.dataframes
deepchecks.utils.features
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.suites
deepchecks.vision.utils
modules() (MNistNet method)
MultiModelPerformanceReport (class in deepchecks.tabular.checks.model_evaluation)
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)
(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)
(DominantFrequencyChange 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)
,
[1]
(ModelInferenceTime class method)
(ModelInfo class method)
(ModelOnlyCheck class method)
,
[1]
(MultiModelPerformanceReport class method)
(NewLabels class method)
(NewLabelTrainTest class method)
(OutlierSampleDetection class method)
(PercentOfNulls class method)
(PerformanceReport 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)
(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
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)
(ClassPerformance method)
(ColumnsInfo method)
(ConflictingLabels method)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange 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)
,
[1]
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabels method)
(NewLabelTrainTest method)
(OutlierSampleDetection method)
(PercentOfNulls method)
(PerformanceReport 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)
(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)
PerformanceReport (class in deepchecks.tabular.checks.model_evaluation)
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)
PropertyLabelCorrelationChange (class in deepchecks.vision.checks.train_test_validation)
R
raw_folder (MNIST property)
reduce_output() (CategoryMismatchTrainTest method)
(CheckResult method)
(NewLabels method)
(NewLabelTrainTest method)
(PercentOfNulls method)
(PerformanceReport method)
(SingleDatasetPerformance method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPerformance method)
(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)
(ClassPerformance method)
(ColumnsInfo method)
(ConflictingLabels method)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange 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)
,
[1]
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabels method)
(NewLabelTrainTest method)
(OutlierSampleDetection method)
(PercentOfNulls method)
(PerformanceReport 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)
(WholeDatasetDrift method)
requires_grad_() (MNistNet 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)
(ClassPerformance method)
(ColumnsInfo method)
(ConflictingLabels method)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange 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]
,
[4]
,
[5]
(in module deepchecks.vision.Suite)
,
[1]
,
[2]
,
[3]
,
[4]
(IndexTrainTestLeakage method)
(IsSingleValue method)
(LabelPropertyOutliers method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(MixedDataTypes method)
(MixedNulls method)
(ModelComparisonCheck method)
(ModelComparisonSuite method)
(ModelErrorAnalysis method)
,
[1]
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabels method)
(NewLabelTrainTest method)
(OutlierSampleDetection method)
(PercentOfNulls method)
(PerformanceReport 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)
(WholeDatasetDrift method)
run_logic() (BoostingOverfit method)
(CalibrationScore method)
(CategoryMismatchTrainTest method)
(ColumnsInfo method)
(ConflictingLabels method)
(ConfusionMatrixReport method)
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange method)
(FeatureFeatureCorrelation method)
(FeatureLabelCorrelation method)
(FeatureLabelCorrelationChange method)
(IdentifierLabelCorrelation method)
,
[1]
(IndexTrainTestLeakage method)
(IsSingleValue method)
(MixedDataTypes method)
(MixedNulls method)
(ModelComparisonCheck method)
(ModelErrorAnalysis method)
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
(MultiModelPerformanceReport method)
(NewLabelTrainTest method)
(OutlierSampleDetection method)
(PercentOfNulls method)
(PerformanceReport 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)
S
sample() (Dataset method)
save_as_html() (CheckFailure method)
(CheckResult method)
(SuiteResult method)
save_coco_json() (YoloParser method)
scorer (SegmentPerformance attribute)
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)
single_dataset_integrity() (in module deepchecks.tabular.suites)
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)
state_dict() (MNistNet method)
static_predictions (Context property)
static_properties (Context property)
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() (CheckFailure method)
(CheckResult method)
(SuiteResult 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_leakage() (in module deepchecks.tabular.suites)
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)
(ModelErrorAnalysis method)
(NewLabels method)
(PropertyLabelCorrelationChange method)
(RobustnessReport method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
(SingleDatasetCheck method)
(SingleDatasetPerformance method)
(TrainTestCheck method)
(TrainTestLabelDrift method)
(TrainTestPredictionDrift 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_infered_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)
W
WeakSegmentsPerformance (class in deepchecks.tabular.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)