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F
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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)
(DeepcheckScorer method)
(DeepchecksNotImplementedError method)
(DeepchecksNotSupportedError method)
(DeepchecksProcessError method)
(DeepchecksTimeoutError method)
(DeepchecksValueError method)
(DetectionData method)
(DominantFrequencyChange method)
(FeatureLabelCorrelation method)
(FeatureLabelCorrelationChange method)
,
[1]
(Hashable method)
(HeatmapComparison method)
(IdentifierLeakage method)
(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)
(PerformanceReport method)
(ProgressBarGroup method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleDatasetScalarPerformance method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(Suite method)
,
[1]
(SuiteResult method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
,
[1]
(TrainTestSamplesMix method)
(UnusedFeatures method)
(ValidationError method)
(VisionData 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)
(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)
(DeepcheckScorer method)
(DeepchecksNotImplementedError method)
(DeepchecksNotSupportedError method)
(DeepchecksProcessError method)
(DeepchecksTimeoutError method)
(DeepchecksValueError method)
(DetectionData method)
(DominantFrequencyChange method)
(FeatureLabelCorrelation method)
(FeatureLabelCorrelationChange method)
,
[1]
(Hashable method)
(HeatmapComparison method)
(IdentifierLeakage method)
(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)
(PerformanceReport method)
(ProgressBarGroup method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleDatasetScalarPerformance method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(Suite method)
,
[1]
(SuiteResult method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
,
[1]
(TrainTestSamplesMix method)
(UnusedFeatures method)
(ValidationError method)
(VisionData 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)
(FeatureLabelCorrelation method)
(FeatureLabelCorrelationChange method)
,
[1]
(HeatmapComparison method)
(IdentifierLeakage method)
(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)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleDatasetScalarPerformance method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
,
[1]
(TrainTestSamplesMix method)
(UnusedFeatures method)
(WholeDatasetDrift method)
add_condition_auc_not_less_than() (RocReport method)
add_condition_average_mean_average_precision_not_less_than() (MeanAveragePrecisionReport method)
add_condition_class_performance_imbalance_ratio_not_greater_than() (ClassPerformance method)
(PerformanceReport method)
add_condition_degradation_not_greater_than() (RobustnessReport method)
add_condition_different_nulls_not_more_than() (MixedNulls method)
add_condition_drift_score_not_greater_than() (ImagePropertyDrift method)
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
,
[1]
add_condition_duplicates_ratio_not_greater_than() (TrainTestSamplesMix method)
add_condition_feature_pps_difference_not_greater_than() (FeatureLabelCorrelationChange method)
,
[1]
add_condition_feature_pps_in_train_not_greater_than() (FeatureLabelCorrelationChange method)
,
[1]
add_condition_feature_pps_not_greater_than() (FeatureLabelCorrelation method)
add_condition_gain_not_less_than() (SimpleModelComparison method)
,
[1]
add_condition_greater_equal_to() (SingleDatasetScalarPerformance method)
add_condition_greater_than() (SingleDatasetScalarPerformance method)
add_condition_inference_time_is_not_greater_than() (ModelInferenceTime method)
add_condition_kurtosis_not_less_than() (RegressionErrorDistribution method)
add_condition_leakage_ratio_not_greater_than() (DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
add_condition_less_equal_to() (SingleDatasetScalarPerformance method)
add_condition_less_than() (SingleDatasetScalarPerformance method)
add_condition_mean_average_precision_not_less_than() (MeanAveragePrecisionReport method)
add_condition_new_categories_not_greater_than() (CategoryMismatchTrainTest method)
add_condition_new_category_ratio_not_greater_than() (CategoryMismatchTrainTest method)
add_condition_new_label_ratio_not_greater_than() (NewLabels method)
(NewLabelTrainTest method)
add_condition_new_labels_not_greater_than() (NewLabelTrainTest method)
add_condition_no_new_variants() (StringMismatchComparison method)
add_condition_no_outliers() (OutlierSampleDetection method)
add_condition_no_variants() (StringMismatch method)
add_condition_not_more_variants_than() (StringMismatch method)
add_condition_not_single_value() (IsSingleValue method)
add_condition_number_of_high_variance_unused_features_not_greater_than() (UnusedFeatures method)
add_condition_number_of_outliers_not_greater_than() (StringLengthOutOfBounds method)
add_condition_outlier_ratio_not_greater_than() (OutlierSampleDetection method)
add_condition_overall_drift_value_not_greater_than() (WholeDatasetDrift method)
add_condition_p_value_not_less_than() (DominantFrequencyChange method)
add_condition_pps_not_greater_than() (IdentifierLeakage method)
add_condition_rare_type_ratio_not_in_range() (MixedDataTypes method)
add_condition_ratio_new_variants_not_greater_than() (StringMismatchComparison method)
add_condition_ratio_not_greater_than() (DataDuplicates method)
(IndexTrainTestLeakage method)
add_condition_ratio_of_change_not_greater_than() (DominantFrequencyChange method)
add_condition_ratio_of_conflicting_labels_not_greater_than() (ConflictingLabels method)
add_condition_ratio_of_outliers_not_greater_than() (StringLengthOutOfBounds method)
add_condition_ratio_of_special_characters_not_grater_than() (SpecialCharacters method)
add_condition_ratio_variants_not_greater_than() (StringMismatch method)
add_condition_score_from_mean_ratio_not_less_than() (ImageSegmentPerformance method)
add_condition_segments_performance_relative_difference_not_greater_than() (ModelErrorAnalysis method)
add_condition_similar_images_not_more_than() (SimilarImageLeakage method)
add_condition_systematic_error_ratio_to_rmse_not_greater_than() (RegressionSystematicError method)
add_condition_test_average_recall_not_less_than() (MeanAverageRecallReport method)
add_condition_test_performance_not_less_than() (ClassPerformance method)
(PerformanceReport method)
add_condition_test_score_percent_decline_not_greater_than() (BoostingOverfit method)
add_condition_test_size_not_smaller_than() (DatasetsSizeComparison method)
add_condition_test_train_size_ratio_not_smaller_than() (DatasetsSizeComparison method)
add_condition_train_dataset_not_smaller_than_test() (DatasetsSizeComparison method)
add_condition_train_test_relative_degradation_not_greater_than() (ClassPerformance method)
(PerformanceReport 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_label() (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]
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() (in module deepchecks.utils.features)
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)
(FeatureLabelCorrelation method)
(FeatureLabelCorrelationChange method)
,
[1]
(HeatmapComparison method)
(IdentifierLeakage method)
(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)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleDatasetScalarPerformance method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
,
[1]
(TrainTestSamplesMix method)
(UnusedFeatures 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)
(FeatureLabelCorrelationChange method)
(HeatmapComparison method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImagePropertyOutliers method)
(ImageSegmentPerformance method)
(LabelPropertyOutliers method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(ModelErrorAnalysis method)
(ModelOnlyCheck method)
(NewLabels method)
(RobustnessReport method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
(SingleDatasetCheck method)
(SingleDatasetScalarPerformance 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)
(FeatureLabelCorrelation method)
(FeatureLabelCorrelationChange method)
,
[1]
(HeatmapComparison method)
(IdentifierLeakage method)
(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)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleDatasetScalarPerformance method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
,
[1]
(TrainTestSamplesMix method)
(UnusedFeatures method)
(WholeDatasetDrift method)
conditions_results (CheckResult attribute)
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)
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)
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.phishing
module
deepchecks.tabular.datasets.regression
module
deepchecks.tabular.datasets.regression.avocado
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
DeepcheckScorer (class in deepchecks.utils.metrics)
DeepchecksNotImplementedError
DeepchecksNotSupportedError
DeepchecksProcessError
DeepchecksTimeoutError
DeepchecksValueError
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)
FeatureLabelCorrelation (class in deepchecks.tabular.checks.data_integrity)
FeatureLabelCorrelationChange (class in deepchecks.tabular.checks.train_test_validation)
(class in deepchecks.vision.checks.train_test_validation)
features (Dataset property)
features_columns (Dataset property)
features_importance (Context property)
features_importance_type (Context property)
filter_nulls() (DeepcheckScorer class method)
finalize_check_result() (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)
(FeatureLabelCorrelation method)
(FeatureLabelCorrelationChange method)
,
[1]
(HeatmapComparison method)
(IdentifierLeakage method)
(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)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleDatasetScalarPerformance method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
,
[1]
(TrainTestSamplesMix method)
(UnusedFeatures method)
(WholeDatasetDrift method)
float() (MNistNet method)
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_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
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_default_scorers() (in module deepchecks.utils.metrics)
get_docs_summary() (in module deepchecks.utils.strings)
get_ellipsis() (in module deepchecks.utils.strings)
get_extra_state() (MNistNet method)
get_failures() (SuiteResult method)
get_gain() (in module deepchecks.utils.metrics)
get_header() (CheckFailure method)
(CheckResult method)
get_icon() (ConditionResult method)
get_is_sampled_footnote() (Context method)
,
[1]
get_metadata() (CheckFailure method)
(CheckResult method)
get_parameter() (MNistNet method)
get_random_string() (in module deepchecks.utils.strings)
get_relevant_data() (ImagePropertyOutliers method)
(LabelPropertyOutliers method)
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_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)
I
IdentifierLeakage (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)
init_validate_scorers() (in module deepchecks.utils.metrics)
initialize_run() (ClassPerformance method)
(ConfusionMatrixReport method)
(FeatureLabelCorrelationChange method)
(HeatmapComparison method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImagePropertyOutliers method)
(ImageSegmentPerformance method)
(LabelPropertyOutliers method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(ModelErrorAnalysis method)
(ModelOnlyCheck method)
(NewLabels method)
(RobustnessReport method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
(SingleDatasetCheck method)
(SingleDatasetScalarPerformance method)
(TrainTestCheck method)
(TrainTestLabelDrift method)
(TrainTestPredictionDrift method)
integrity_validation() (in module deepchecks.vision.suites)
is_categorical() (Dataset method)
(in module deepchecks.utils.features)
is_colab_env() (in module deepchecks.utils.ipython)
is_float_column() (FeatureLabelCorrelationChange static method)
is_headless() (in module deepchecks.utils.ipython)
is_kaggle_env() (in module deepchecks.utils.ipython)
is_negative_scorer() (DeepcheckScorer method)
is_notebook() (in module deepchecks.utils.ipython)
is_pass (ConditionResult property)
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_widgets_enabled() (in module deepchecks.utils.ipython)
is_widgets_use_possible() (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.phishing)
(in module deepchecks.tabular.datasets.regression.avocado)
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.phishing)
(in module deepchecks.tabular.datasets.regression.avocado)
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)
(FeatureLabelCorrelation method)
(FeatureLabelCorrelationChange method)
,
[1]
(HeatmapComparison method)
(IdentifierLeakage method)
(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)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleDatasetScalarPerformance method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
,
[1]
(TrainTestSamplesMix method)
(UnusedFeatures 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)
ModelType (class in deepchecks.utils.metrics)
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.phishing
deepchecks.tabular.datasets.regression
deepchecks.tabular.datasets.regression.avocado
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)
(FeatureLabelCorrelation class method)
(FeatureLabelCorrelationChange class method)
,
[1]
(HeatmapComparison class method)
(IdentifierLeakage class method)
(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)
(PerformanceReport 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]
(SingleDatasetScalarPerformance class method)
(SpecialCharacters class method)
(StringLengthOutOfBounds class method)
(StringMismatch class method)
(StringMismatchComparison class method)
(TrainTestCheck class method)
,
[1]
(TrainTestFeatureDrift class method)
(TrainTestLabelDrift class method)
,
[1]
(TrainTestPredictionDrift class method)
,
[1]
(TrainTestSamplesMix class method)
(UnusedFeatures 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)
(FeatureLabelCorrelation method)
(FeatureLabelCorrelationChange method)
,
[1]
(HeatmapComparison method)
(IdentifierLeakage method)
(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)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleDatasetScalarPerformance method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
,
[1]
(TrainTestSamplesMix method)
(UnusedFeatures method)
(WholeDatasetDrift method)
parse_images_and_labels() (YoloParser method)
parse_label_file() (YoloParser method)
parse_yolo_dir() (YoloParser method)
passed_conditions() (CheckResult method)
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)
R
raw_folder (MNIST property)
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)
(FeatureLabelCorrelation method)
(FeatureLabelCorrelationChange method)
,
[1]
(HeatmapComparison method)
(IdentifierLeakage method)
(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)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleDatasetScalarPerformance method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
,
[1]
(TrainTestSamplesMix method)
(UnusedFeatures 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)
(FeatureLabelCorrelation method)
(FeatureLabelCorrelationChange method)
,
[1]
(HeatmapComparison method)
(IdentifierLeakage method)
(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)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleDatasetScalarPerformance method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(Suite method)
,
[1]
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
,
[1]
(TrainTestSamplesMix method)
(UnusedFeatures 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)
(FeatureLabelCorrelation method)
(FeatureLabelCorrelationChange method)
(IdentifierLeakage method)
(IndexTrainTestLeakage method)
(IsSingleValue method)
(MixedDataTypes method)
(MixedNulls method)
(ModelComparisonCheck method)
(ModelErrorAnalysis method)
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
(MultiModelPerformanceReport method)
(NewLabelTrainTest method)
(OutlierSampleDetection method)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RocReport method)
(SegmentPerformance method)
(SimpleModelComparison method)
(SingleDatasetCheck method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
(TrainTestPredictionDrift method)
(TrainTestSamplesMix method)
(UnusedFeatures method)
(WholeDatasetDrift method)
S
sample() (Dataset method)
save_as_html() (CheckFailure method)
(CheckResult method)
(SuiteResult method)
save_coco_json() (YoloParser method)
score_perfect() (DeepcheckScorer 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)
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)
SingleDatasetScalarPerformance (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)
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)
task_type_check() (in module deepchecks.utils.metrics)
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)
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)
(FeatureLabelCorrelationChange method)
(HeatmapComparison method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImagePropertyOutliers method)
(ImageSegmentPerformance method)
(LabelPropertyOutliers method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(ModelErrorAnalysis method)
(NewLabels method)
(RobustnessReport method)
(SimilarImageLeakage method)
(SimpleModelComparison method)
(SingleDatasetCheck method)
(SingleDatasetScalarPerformance 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_fitting() (DeepcheckScorer method)
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
WholeDatasetDrift (class in deepchecks.tabular.checks.train_test_validation)
widget_to_html() (in module deepchecks.utils.strings)
widget_to_html_string() (in module deepchecks.utils.strings)
X
xpu() (MNistNet method)
Y
YoloParser (class in deepchecks.vision.datasets.detection.yolo_to_coco)
Z
zero_grad() (MNistNet method)