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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)
(ColumnsInfo method)
(Condition method)
(ConditionResult method)
(ConfusionMatrixReport method)
,
[1]
(Context method)
,
[1]
(DataDuplicates method)
(Dataset method)
(DatasetsSizeComparison method)
(DatasetValidationError method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DeepcheckScorer method)
(DeepchecksNotImplementedError method)
(DeepchecksNotSupportedError method)
(DeepchecksProcessError method)
(DeepchecksValueError method)
(DetectionData method)
(DominantFrequencyChange method)
(Hashable method)
(HeatmapComparison method)
(IdentifierLeakage method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImageSegmentPerformance method)
(IndexTrainTestLeakage method)
(IsSingleValue method)
(LabelAmbiguity method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(MixedDataTypes method)
(MixedNulls method)
(MNIST method)
(MNISTData method)
(MNistNet method)
(ModelComparisonCheck method)
(ModelComparisonContext method)
(ModelComparisonSuite method)
(ModelErrorAnalysis method)
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(ModelValidationError method)
(MultiModelPerformanceReport method)
(NewLabelTrainTest method)
(NumberOfFeaturesLimitError method)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleFeatureContribution method)
(SingleFeatureContributionTrainTest method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(Suite method)
,
[1]
(SuiteResult method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
(TrainTestSamplesMix method)
(TrustScoreComparison method)
(UnusedFeatures method)
(VisionData method)
(WholeDatasetDrift method)
(YoloParser method)
__name__ (in module deepchecks.vision.utils)
__new__() (BaseCheck method)
(BaseSuite method)
(BasicModel static method)
(BoostingOverfit method)
(CalibrationScore method)
(CategoryMismatchTrainTest method)
(CheckFailure method)
(CheckResult method)
(ClassificationData method)
(ClassificationModel static method)
(ClassPerformance method)
(COCOData method)
(ColumnsInfo method)
(Condition method)
(ConditionResult method)
(ConfusionMatrixReport method)
,
[1]
(Context method)
,
[1]
(DataDuplicates method)
(Dataset method)
(DatasetsSizeComparison method)
(DatasetValidationError method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DeepcheckScorer method)
(DeepchecksNotImplementedError method)
(DeepchecksNotSupportedError method)
(DeepchecksProcessError method)
(DeepchecksValueError method)
(DetectionData method)
(DominantFrequencyChange method)
(Hashable static method)
(HeatmapComparison method)
(IdentifierLeakage method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImageSegmentPerformance method)
(IndexTrainTestLeakage method)
(IsSingleValue method)
(LabelAmbiguity method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(MixedDataTypes method)
(MixedNulls method)
(MNIST static method)
(MNISTData method)
(MNistNet method)
(ModelComparisonCheck method)
(ModelComparisonContext method)
(ModelComparisonSuite method)
(ModelErrorAnalysis method)
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(ModelValidationError method)
(MultiModelPerformanceReport method)
(NewLabelTrainTest method)
(NumberOfFeaturesLimitError method)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleFeatureContribution method)
(SingleFeatureContributionTrainTest method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(Suite method)
,
[1]
(SuiteResult method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
(TrainTestSamplesMix method)
(TrustScoreComparison method)
(UnusedFeatures 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)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange method)
(HeatmapComparison method)
(IdentifierLeakage method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImageSegmentPerformance method)
(IndexTrainTestLeakage method)
(IsSingleValue method)
(LabelAmbiguity method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(MixedDataTypes method)
(MixedNulls method)
(ModelComparisonCheck method)
(ModelErrorAnalysis method)
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabelTrainTest method)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleFeatureContribution method)
(SingleFeatureContributionTrainTest method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
(TrainTestSamplesMix method)
(TrustScoreComparison method)
(UnusedFeatures method)
(WholeDatasetDrift method)
add_condition_ambiguous_sample_ratio_not_greater_than() (LabelAmbiguity method)
add_condition_auc_not_less_than() (RocReport 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)
add_condition_duplicates_ratio_not_greater_than() (TrainTestSamplesMix method)
add_condition_feature_pps_difference_not_greater_than() (SingleFeatureContributionTrainTest method)
add_condition_feature_pps_in_train_not_greater_than() (SingleFeatureContributionTrainTest method)
add_condition_feature_pps_not_greater_than() (SingleFeatureContribution method)
add_condition_gain_not_less_than() (SimpleModelComparison 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_mean_score_percent_decline_not_greater_than() (TrustScoreComparison 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() (NewLabelTrainTest method)
add_condition_new_labels_not_greater_than() (NewLabelTrainTest method)
add_condition_no_new_variants() (StringMismatchComparison 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_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_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_systematic_error_ratio_to_rmse_not_greater_than() (RegressionSystematicError method)
add_condition_test_average_precision_not_less_than() (MeanAveragePrecisionReport 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)
assert_classification_task() (Context method)
assert_datetime() (Dataset method)
assert_features() (Dataset method)
assert_index() (Dataset method)
assert_label() (Dataset 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_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.methodology)
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.performance)
cat_features (Dataset property)
category (ConditionResult attribute)
CategoryMismatchTrainTest (class in deepchecks.tabular.checks.integrity)
check (CheckResult attribute)
CheckFailure (class in deepchecks.core)
CheckResult (class in deepchecks.core)
checks (BaseSuite attribute)
children() (MNistNet method)
class_id_to_matrix_id() (ConfusionMatrixReport method)
class_to_idx (MNIST property)
classes (Dataset property)
(MNIST attribute)
ClassificationData (class in deepchecks.vision)
ClassificationModel (class in deepchecks.utils.typing)
ClassPerformance (class in deepchecks.vision.checks.performance)
clean_conditions() (BaseCheck method)
(BoostingOverfit method)
(CalibrationScore method)
(CategoryMismatchTrainTest method)
(ClassPerformance method)
(ColumnsInfo method)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange method)
(HeatmapComparison method)
(IdentifierLeakage method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImageSegmentPerformance method)
(IndexTrainTestLeakage method)
(IsSingleValue method)
(LabelAmbiguity method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(MixedDataTypes method)
(MixedNulls method)
(ModelComparisonCheck method)
(ModelErrorAnalysis method)
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabelTrainTest method)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleFeatureContribution method)
(SingleFeatureContributionTrainTest method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
(TrainTestSamplesMix method)
(TrustScoreComparison method)
(UnusedFeatures method)
(WholeDatasetDrift method)
COCOData (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.overview)
compute() (ClassPerformance method)
(ConfusionMatrixReport method)
(HeatmapComparison method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImageSegmentPerformance method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(ModelOnlyCheck method)
(RobustnessReport method)
(SimpleModelComparison method)
(SingleDatasetCheck 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)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange method)
(HeatmapComparison method)
(IdentifierLeakage method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImageSegmentPerformance method)
(IndexTrainTestLeakage method)
(IsSingleValue method)
(LabelAmbiguity method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(MixedDataTypes method)
(MixedNulls method)
(ModelComparisonCheck method)
(ModelErrorAnalysis method)
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabelTrainTest method)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleFeatureContribution method)
(SingleFeatureContributionTrainTest method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
(TrainTestSamplesMix method)
(TrustScoreComparison method)
(UnusedFeatures method)
(WholeDatasetDrift method)
conditions_results (CheckResult attribute)
ConfusionMatrixReport (class in deepchecks.tabular.checks.performance)
(class in deepchecks.vision.checks.performance)
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_colorbar_barchart_for_check() (in module deepchecks.utils.plot)
cuda() (MNistNet method)
D
data (Dataset property)
data_dimension (ClassificationData property)
(COCOData property)
(DetectionData property)
(MNISTData property)
(VisionData property)
data_loader (ClassificationData property)
(COCOData property)
(DetectionData property)
(MNISTData property)
(VisionData property)
DataDuplicates (class in deepchecks.tabular.checks.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.methodology)
DatasetValidationError
datetime_col (Dataset property)
datetime_name (Dataset property)
DateTrainTestLeakageDuplicates (class in deepchecks.tabular.checks.methodology)
DateTrainTestLeakageOverlap (class in deepchecks.tabular.checks.methodology)
deepchecks.core
module
,
[1]
deepchecks.core.errors
module
deepchecks.tabular
module
deepchecks.tabular.checks
module
deepchecks.tabular.checks.distribution
module
deepchecks.tabular.checks.integrity
module
deepchecks.tabular.checks.methodology
module
deepchecks.tabular.checks.overview
module
deepchecks.tabular.checks.performance
module
deepchecks.tabular.datasets
module
deepchecks.tabular.datasets.classification
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.distribution
module
deepchecks.vision.checks.performance
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
DeepcheckScorer (class in deepchecks.utils.metrics)
DeepchecksNotImplementedError
DeepchecksNotSupportedError
DeepchecksProcessError
DeepchecksValueError
details (ConditionResult attribute)
DetectionData (class in deepchecks.vision)
device (Context property)
display (CheckResult attribute)
display_check() (CheckResult method)
display_from_json() (CheckResult static method)
DominantFrequencyChange (class in deepchecks.tabular.checks.integrity)
double() (MNistNet method)
download() (MNIST method)
dump_patches (MNistNet attribute)
E
ensure_dataframe_type() (in module deepchecks.utils.validation)
ensure_hashable_or_mutable_sequence() (in module deepchecks.utils.validation)
ensure_not_empty_dataset() (Dataset class method)
eval() (MNistNet method)
extra_repr() (MNIST method)
(MNistNet method)
F
feature_1 (SegmentPerformance attribute)
feature_2 (SegmentPerformance attribute)
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)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange method)
(HeatmapComparison method)
(IdentifierLeakage method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImageSegmentPerformance method)
(IndexTrainTestLeakage method)
(IsSingleValue method)
(LabelAmbiguity method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(MixedDataTypes method)
(MixedNulls method)
(ModelComparisonCheck method)
(ModelErrorAnalysis method)
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabelTrainTest method)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleFeatureContribution method)
(SingleFeatureContributionTrainTest method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
(TrainTestSamplesMix method)
(TrustScoreComparison method)
(UnusedFeatures method)
(WholeDatasetDrift method)
float() (MNistNet method)
flush_cached_inference() (Context method)
format_datetime() (in module deepchecks.utils.strings)
format_list() (in module deepchecks.utils.strings)
format_number() (in module deepchecks.utils.strings)
format_percent() (in module deepchecks.utils.strings)
forward() (MNistNet method)
from_numpy() (Dataset class method)
full_suite() (in module deepchecks.tabular.suites)
(in module deepchecks.vision.suites)
function (Condition attribute)
functions (MNIST attribute)
G
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_classes() (ClassificationData method)
(COCOData method)
(DetectionData method)
(MNISTData method)
(VisionData method)
get_data_by_kind() (Context method)
get_datetime_column_from_index() (Dataset 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_gain() (in module deepchecks.utils.metrics)
get_header() (CheckResult method)
get_icon() (ConditionResult method)
get_icon_char() (ConditionResult method)
get_parameter() (MNistNet method)
get_random_string() (in module deepchecks.utils.strings)
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_label (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.distribution)
I
IdentifierLeakage (class in deepchecks.tabular.checks.methodology)
ImageDatasetDrift (class in deepchecks.vision.checks.distribution)
ImagePropertyDrift (class in deepchecks.vision.checks.distribution)
ImageSegmentPerformance (class in deepchecks.vision.checks.performance)
index_col (Dataset property)
index_name (Dataset property)
IndexTrainTestLeakage (class in deepchecks.tabular.checks.methodology)
infer() (Context method)
infer_categorical_features() (in module deepchecks.utils.features)
infer_on_batch() (ClassificationData method)
(COCOData method)
(DetectionData method)
(MNISTData method)
(VisionData method)
init_validate_scorers() (in module deepchecks.utils.metrics)
initialize_run() (ClassPerformance method)
(ConfusionMatrixReport method)
(HeatmapComparison method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImageSegmentPerformance method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(ModelOnlyCheck method)
(RobustnessReport method)
(SimpleModelComparison method)
(SingleDatasetCheck method)
(TrainTestCheck method)
(TrainTestLabelDrift method)
(TrainTestPredictionDrift method)
is_categorical() (Dataset method)
(in module deepchecks.utils.features)
is_negative_scorer() (DeepcheckScorer method)
is_notebook() (in module deepchecks.utils.ipython)
is_pass (ConditionResult attribute)
is_string_column() (in module deepchecks.utils.strings)
is_widgets_enabled() (in module deepchecks.utils.ipython)
IsSingleValue (class in deepchecks.tabular.checks.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)
LabelAmbiguity (class in deepchecks.tabular.checks.integrity)
load_data() (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.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
matrix_id_to_class_name() (ConfusionMatrixReport method)
max_segments (SegmentPerformance attribute)
MeanAveragePrecisionReport (class in deepchecks.vision.checks.performance)
MeanAverageRecallReport (class in deepchecks.vision.checks.performance)
mirrors (MNIST attribute)
MixedDataTypes (class in deepchecks.tabular.checks.integrity)
MixedNulls (class in deepchecks.tabular.checks.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]
model_type_validation() (in module deepchecks.utils.validation)
ModelComparisonCheck (class in deepchecks.tabular)
ModelComparisonContext (class in deepchecks.tabular)
ModelComparisonSuite (class in deepchecks.tabular)
ModelErrorAnalysis (class in deepchecks.tabular.checks.performance)
ModelInferenceTime (class in deepchecks.tabular.checks.methodology)
ModelInfo (class in deepchecks.tabular.checks.overview)
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.distribution
deepchecks.tabular.checks.integrity
deepchecks.tabular.checks.methodology
deepchecks.tabular.checks.overview
deepchecks.tabular.checks.performance
deepchecks.tabular.datasets
deepchecks.tabular.datasets.classification
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.distribution
deepchecks.vision.checks.performance
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.performance)
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)
(ConfusionMatrixReport class method)
,
[1]
(DataDuplicates class method)
(DatasetsSizeComparison class method)
(DateTrainTestLeakageDuplicates class method)
(DateTrainTestLeakageOverlap class method)
(DominantFrequencyChange class method)
(HeatmapComparison class method)
(IdentifierLeakage class method)
(ImageDatasetDrift class method)
(ImagePropertyDrift class method)
(ImageSegmentPerformance class method)
(IndexTrainTestLeakage class method)
(IsSingleValue class method)
(LabelAmbiguity class method)
(MeanAveragePrecisionReport class method)
(MeanAverageRecallReport class method)
(MixedDataTypes class method)
(MixedNulls class method)
(ModelComparisonCheck class method)
(ModelErrorAnalysis class method)
(ModelInferenceTime class method)
(ModelInfo class method)
(ModelOnlyCheck class method)
,
[1]
(MultiModelPerformanceReport class method)
(NewLabelTrainTest class method)
(PerformanceReport class method)
(RegressionErrorDistribution class method)
(RegressionSystematicError class method)
(RobustnessReport class method)
(RocReport class method)
(SegmentPerformance class method)
(SimpleModelComparison class method)
,
[1]
(SingleDatasetCheck class method)
,
[1]
(SingleFeatureContribution class method)
(SingleFeatureContributionTrainTest 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)
(TrainTestSamplesMix class method)
(TrustScoreComparison class method)
(UnusedFeatures class method)
(WholeDatasetDrift class method)
named_buffers() (MNistNet method)
named_children() (MNistNet method)
named_modules() (MNistNet method)
named_parameters() (MNistNet method)
NewLabelTrainTest (class in deepchecks.tabular.checks.integrity)
num_classes (ClassificationData property)
(COCOData property)
(DetectionData property)
(MNISTData property)
(VisionData property)
NumberOfFeaturesLimitError
P
parameters() (MNistNet method)
params (Condition attribute)
params() (BaseCheck method)
(BoostingOverfit method)
(CalibrationScore method)
(CategoryMismatchTrainTest method)
(ClassPerformance method)
(ColumnsInfo method)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange method)
(HeatmapComparison method)
(IdentifierLeakage method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImageSegmentPerformance method)
(IndexTrainTestLeakage method)
(IsSingleValue method)
(LabelAmbiguity method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(MixedDataTypes method)
(MixedNulls method)
(ModelComparisonCheck method)
(ModelErrorAnalysis method)
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabelTrainTest method)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleFeatureContribution method)
(SingleFeatureContributionTrainTest method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
(TrainTestSamplesMix method)
(TrustScoreComparison 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.performance)
plot_row_of_heatmaps() (HeatmapComparison static method)
predict() (BasicModel method)
(ClassificationModel method)
predict_proba() (ClassificationModel method)
priority (CheckResult property)
(ConditionResult property)
process_conditions() (CheckResult method)
processed_folder (MNIST property)
R
raw_folder (MNIST property)
register_backward_hook() (MNistNet method)
register_buffer() (MNistNet method)
register_datapipe_as_function() (MNIST class method)
register_forward_hook() (MNistNet method)
register_forward_pre_hook() (MNistNet method)
register_full_backward_hook() (MNistNet method)
register_function() (MNIST class method)
register_parameter() (MNistNet method)
RegressionErrorDistribution (class in deepchecks.tabular.checks.performance)
RegressionSystematicError (class in deepchecks.tabular.checks.performance)
remove() (BaseSuite method)
(ModelComparisonSuite method)
(Suite method)
,
[1]
remove_condition() (BaseCheck method)
(BoostingOverfit method)
(CalibrationScore method)
(CategoryMismatchTrainTest method)
(ClassPerformance method)
(ColumnsInfo method)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange method)
(HeatmapComparison method)
(IdentifierLeakage method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImageSegmentPerformance method)
(IndexTrainTestLeakage method)
(IsSingleValue method)
(LabelAmbiguity method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(MixedDataTypes method)
(MixedNulls method)
(ModelComparisonCheck method)
(ModelErrorAnalysis method)
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabelTrainTest method)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleFeatureContribution method)
(SingleFeatureContributionTrainTest method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
(TrainTestSamplesMix method)
(TrustScoreComparison method)
(UnusedFeatures method)
(WholeDatasetDrift method)
requires_grad_() (MNistNet method)
resources (MNIST attribute)
results (SuiteResult attribute)
RobustnessReport (class in deepchecks.vision.checks.performance)
RocReport (class in deepchecks.tabular.checks.performance)
run() (BaseCheck method)
(BoostingOverfit method)
(CalibrationScore method)
(CategoryMismatchTrainTest method)
(ClassPerformance method)
(ColumnsInfo method)
(ConfusionMatrixReport method)
,
[1]
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange method)
(HeatmapComparison method)
(IdentifierLeakage method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImageSegmentPerformance method)
(IndexTrainTestLeakage method)
(IsSingleValue method)
(LabelAmbiguity method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(MixedDataTypes method)
(MixedNulls method)
(ModelComparisonCheck method)
(ModelComparisonSuite method)
(ModelErrorAnalysis method)
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
,
[1]
(MultiModelPerformanceReport method)
(NewLabelTrainTest method)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RobustnessReport method)
(RocReport method)
(SegmentPerformance method)
(SimpleModelComparison method)
,
[1]
(SingleDatasetCheck method)
,
[1]
(SingleFeatureContribution method)
(SingleFeatureContributionTrainTest method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(Suite method)
,
[1]
(TrainTestCheck method)
,
[1]
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
,
[1]
(TrainTestPredictionDrift method)
(TrainTestSamplesMix method)
(TrustScoreComparison method)
(UnusedFeatures method)
(WholeDatasetDrift method)
run_logic() (BoostingOverfit method)
(CalibrationScore method)
(CategoryMismatchTrainTest method)
(ColumnsInfo method)
(ConfusionMatrixReport method)
(DataDuplicates method)
(DatasetsSizeComparison method)
(DateTrainTestLeakageDuplicates method)
(DateTrainTestLeakageOverlap method)
(DominantFrequencyChange method)
(IdentifierLeakage method)
(IndexTrainTestLeakage method)
(IsSingleValue method)
(LabelAmbiguity method)
(MixedDataTypes method)
(MixedNulls method)
(ModelComparisonCheck method)
(ModelErrorAnalysis method)
(ModelInferenceTime method)
(ModelInfo method)
(ModelOnlyCheck method)
(MultiModelPerformanceReport method)
(NewLabelTrainTest method)
(PerformanceReport method)
(RegressionErrorDistribution method)
(RegressionSystematicError method)
(RocReport method)
(SegmentPerformance method)
(SimpleModelComparison method)
(SingleDatasetCheck method)
(SingleFeatureContribution method)
(SingleFeatureContributionTrainTest method)
(SpecialCharacters method)
(StringLengthOutOfBounds method)
(StringMismatch method)
(StringMismatchComparison method)
(TrainTestCheck method)
(TrainTestFeatureDrift method)
(TrainTestLabelDrift method)
(TrainTestSamplesMix method)
(TrustScoreComparison method)
(UnusedFeatures method)
(WholeDatasetDrift method)
S
sample() (Dataset method)
save_as_html() (SuiteResult method)
save_coco_json() (YoloParser method)
score_perfect() (DeepcheckScorer method)
scorer (SegmentPerformance attribute)
SegmentPerformance (class in deepchecks.tabular.checks.performance)
select() (Dataset method)
select_from_dataframe() (in module deepchecks.utils.dataframes)
set_extra_state() (MNistNet method)
set_name() (ConditionResult method)
set_seed() (ClassificationData method)
(COCOData method)
(DetectionData method)
(MNISTData method)
(VisionData method)
share_memory() (MNistNet method)
shifted_color_map() (in module deepchecks.utils.plot)
show() (CheckResult method)
(SuiteResult method)
SimpleModelComparison (class in deepchecks.tabular.checks.performance)
(class in deepchecks.vision.checks.performance)
single_dataset_integrity() (in module deepchecks.tabular.suites)
SingleDatasetCheck (class in deepchecks.tabular)
(class in deepchecks.vision)
SingleFeatureContribution (class in deepchecks.tabular.checks.methodology)
SingleFeatureContributionTrainTest (class in deepchecks.tabular.checks.methodology)
SpecialCharacters (class in deepchecks.tabular.checks.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)
string_baseform() (in module deepchecks.utils.strings)
StringLengthOutOfBounds (class in deepchecks.tabular.checks.integrity)
StringMismatch (class in deepchecks.tabular.checks.integrity)
StringMismatchComparison (class in deepchecks.tabular.checks.integrity)
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_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)
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.distribution)
TrainTestLabelDrift (class in deepchecks.tabular.checks.distribution)
(class in deepchecks.vision.checks.distribution)
TrainTestPredictionDrift (class in deepchecks.vision.checks.distribution)
TrainTestSamplesMix (class in deepchecks.tabular.checks.methodology)
transform_field (ClassificationData property)
(COCOData property)
(DetectionData property)
(MNISTData property)
(VisionData property)
TrustScoreComparison (class in deepchecks.tabular.checks.distribution)
type() (MNistNet method)
U
un_numpy() (in module deepchecks.utils.dataframes)
UnusedFeatures (class in deepchecks.tabular.checks.methodology)
update() (ClassPerformance method)
(ConfusionMatrixReport method)
(HeatmapComparison method)
(ImageDatasetDrift method)
(ImagePropertyDrift method)
(ImageSegmentPerformance method)
(MeanAveragePrecisionReport method)
(MeanAverageRecallReport method)
(RobustnessReport method)
(SimpleModelComparison method)
(SingleDatasetCheck method)
(TrainTestCheck method)
(TrainTestLabelDrift method)
(TrainTestPredictionDrift method)
update_classification() (ConfusionMatrixReport method)
update_object_detection() (ConfusionMatrixReport method)
V
validate_columns_exist() (in module deepchecks.utils.dataframes)
validate_fitting() (DeepcheckScorer method)
validate_image_data() (ClassificationData method)
(COCOData method)
(DetectionData method)
(MNISTData method)
(VisionData method)
validate_label() (ClassificationData method)
(COCOData method)
(DetectionData method)
(MNISTData method)
(VisionData method)
validate_model() (in module deepchecks.utils.validation)
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)
value (CheckResult attribute)
VisionData (class in deepchecks.vision)
W
WholeDatasetDrift (class in deepchecks.tabular.checks.distribution)
X
xpu() (MNistNet method)
Y
YoloParser (class in deepchecks.vision.datasets.detection.yolo_to_coco)
Z
zero_grad() (MNistNet method)