ml_wrappers
latest
Contents:
Overview
Getting Started
Supported Models
Supported Frameworks
Model Wrapping
Model Wrapper Specifications
Dataset Wrapping
Pytorch Model Wrapping
Tensorflow Model Wrapping
Image Model Wrapping
Text Model Wrapping
Object Detection Model Wrapping
API Reference
Contributing
Support
Versioning
Dependencies
License Information
Code of Conduct
Privacy Policy
ml_wrappers
Index
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Index
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Q
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A
ALLOW_ALL_TRANSFORMATIONS (ml_wrappers.common.constants.MimicSerializationConstants attribute)
allow_self_signed_https() (ml_wrappers.model.EndpointWrapperModel method)
apply_indexer() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
apply_one_hot_encoder() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
apply_timestamp_featurizer() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
Attributes (class in ml_wrappers.common.constants)
augment_data() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
AUTO (ml_wrappers.common.constants.Defaults attribute)
(ml_wrappers.common.constants.Device attribute)
B
BASE_VALUE (ml_wrappers.common.constants.InterpretData attribute)
BaseWrappedModel (class in ml_wrappers.model.base_wrapped_model)
BATCH_SIZE (ml_wrappers.common.constants.ExplainParams attribute)
BLACKBOX (ml_wrappers.common.constants.Extension attribute)
C
CATEGORICAL_FEATURE (ml_wrappers.common.constants.LightGBMParams attribute)
CLASSES (ml_wrappers.common.constants.ExplainParams attribute)
(ml_wrappers.common.constants.ExplanationParams attribute)
CLASSIFICATION (ml_wrappers.common.constants.ExplainParams attribute)
(ml_wrappers.common.constants.ExplainType attribute)
(ml_wrappers.common.constants.ModelTask attribute)
compute_summary() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
CPU (ml_wrappers.common.constants.Device attribute)
CPU0 (ml_wrappers.common.constants.Tensorflow attribute)
CSR_FORMAT (ml_wrappers.common.constants.Scipy attribute)
CUDA (ml_wrappers.common.constants.Device attribute)
CustomTimestampFeaturizer (class in ml_wrappers.dataset)
(class in ml_wrappers.dataset.timestamp_featurizer)
D
DATA (ml_wrappers.common.constants.ExplainType attribute)
dataset (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper property)
(ml_wrappers.dataset.DatasetWrapper property)
(ml_wrappers.DatasetWrapper property)
DatasetWrapper (class in ml_wrappers)
(class in ml_wrappers.dataset)
(class in ml_wrappers.dataset.dataset_wrapper)
DataValidationException
DEFAULT (ml_wrappers.common.constants.ShapValuesOutput attribute)
DEFAULT_BATCH_SIZE (ml_wrappers.common.constants.Defaults attribute)
Defaults (class in ml_wrappers.common.constants)
Device (class in ml_wrappers.common.constants)
DNNFramework (class in ml_wrappers.common.constants)
Dynamic (class in ml_wrappers.common.constants)
E
EmptyDataException
EN (ml_wrappers.common.constants.Spacy attribute)
EndpointWrapperModel (class in ml_wrappers.model)
ENTAILMENT (ml_wrappers.common.constants.ModelTask attribute)
enum_properties (ml_wrappers.common.constants.LightGBMSerializationConstants attribute)
(ml_wrappers.common.constants.MimicSerializationConstants attribute)
EVAL_DATA (ml_wrappers.common.constants.ExplainParams attribute)
EVAL_Y_PRED (ml_wrappers.common.constants.ExplainParams attribute)
EVAL_Y_PRED_PROBA (ml_wrappers.common.constants.ExplainParams attribute)
EXAMPLES (ml_wrappers.common.constants.SKLearn attribute)
expand_class_scores() (in module ml_wrappers.model.image_model_wrapper)
EXPECTED_VALUE (ml_wrappers.common.constants.Attributes attribute)
EXPECTED_VALUES (ml_wrappers.common.constants.ExplainParams attribute)
(ml_wrappers.common.constants.ExplanationParams attribute)
EXPLAIN (ml_wrappers.common.constants.ExplainType attribute)
EXPLAIN_SUBSET (ml_wrappers.common.constants.ExplainParams attribute)
ExplainableModelType (class in ml_wrappers.common.constants)
EXPLAINER (ml_wrappers.common.constants.ExplainType attribute)
ExplainParams (class in ml_wrappers.common.constants)
ExplainType (class in ml_wrappers.common.constants)
EXPLANATION_CLASS_DIMENSION (ml_wrappers.common.constants.InterpretData attribute)
EXPLANATION_ID (ml_wrappers.common.constants.ExplainParams attribute)
EXPLANATION_TYPE (ml_wrappers.common.constants.InterpretData attribute)
ExplanationParams (class in ml_wrappers.common.constants)
Extension (class in ml_wrappers.common.constants)
EXTRA (ml_wrappers.common.constants.InterpretData attribute)
F
FEATURE_LIST (ml_wrappers.common.constants.InterpretData attribute)
FEATURES (ml_wrappers.common.constants.ExplainParams attribute)
fit() (ml_wrappers.dataset.CustomTimestampFeaturizer method)
(ml_wrappers.dataset.timestamp_featurizer.CustomTimestampFeaturizer method)
from_auto_refresh_callable() (ml_wrappers.model.EndpointWrapperModel static method)
FUNCTION (ml_wrappers.common.constants.ExplainType attribute)
(ml_wrappers.common.constants.MimicSerializationConstants attribute)
G
get_column_indexes() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
get_features() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
get_private() (ml_wrappers.common.constants.ExplainParams class method)
get_serializable() (ml_wrappers.common.constants.ExplainParams class method)
GLASSBOX (ml_wrappers.common.constants.Extension attribute)
GLOBAL (ml_wrappers.common.constants.ExplainType attribute)
(ml_wrappers.common.constants.Extension attribute)
GLOBAL_EXPLANATION (ml_wrappers.common.constants.Dynamic attribute)
GLOBAL_FEATURE_IMPORTANCE (ml_wrappers.common.constants.InterpretData attribute)
GLOBAL_IMPORTANCE_NAMES (ml_wrappers.common.constants.ExplainParams attribute)
GLOBAL_IMPORTANCE_RANK (ml_wrappers.common.constants.ExplainParams attribute)
GLOBAL_IMPORTANCE_VALUES (ml_wrappers.common.constants.ExplainParams attribute)
GLOBAL_NAMES (ml_wrappers.common.constants.ExplainParams attribute)
GLOBAL_RANK (ml_wrappers.common.constants.ExplainParams attribute)
GLOBAL_VALUES (ml_wrappers.common.constants.ExplainParams attribute)
GREYBOX (ml_wrappers.common.constants.Extension attribute)
H
HAN (ml_wrappers.common.constants.ExplainType attribute)
HDBSCAN (ml_wrappers.common.constants.Defaults attribute)
I
ID (ml_wrappers.common.constants.ExplainParams attribute)
IDENTITY (ml_wrappers.common.constants.LightGBMSerializationConstants attribute)
(ml_wrappers.common.constants.MimicSerializationConstants attribute)
Ignore (ml_wrappers.common.constants.ResetIndex attribute)
IMAGE_CLASSIFICATION (ml_wrappers.common.constants.ModelTask attribute)
INCLUDE_LOCAL (ml_wrappers.common.constants.ExplainParams attribute)
INDEPENDENT (ml_wrappers.common.constants.SHAPDefaults attribute)
INIT_DATA (ml_wrappers.common.constants.ExplainParams attribute)
INITIALIZATION_EXAMPLES (ml_wrappers.common.constants.MimicSerializationConstants attribute)
INTERCEPT (ml_wrappers.common.constants.InterpretData attribute)
InterpretData (class in ml_wrappers.common.constants)
IS_ENG (ml_wrappers.common.constants.ExplainParams attribute)
(ml_wrappers.common.constants.ExplainType attribute)
IS_LOCAL_SPARSE (ml_wrappers.common.constants.ExplainParams attribute)
IS_RAW (ml_wrappers.common.constants.ExplainParams attribute)
(ml_wrappers.common.constants.ExplainType attribute)
is_sequential() (in module ml_wrappers.model)
(in module ml_wrappers.model.tensorflow_wrapper)
L
LABELS (ml_wrappers.common.constants.SKLearn attribute)
LightGBMParams (class in ml_wrappers.common.constants)
LightGBMSerializationConstants (class in ml_wrappers.common.constants)
LIME (ml_wrappers.common.constants.ExplainType attribute)
LINEAR_EXPLAINABLE_MODEL_TYPE (ml_wrappers.common.constants.ExplainableModelType attribute)
load_context() (ml_wrappers.model.EndpointWrapperModel method)
LOCAL (ml_wrappers.common.constants.ExplainType attribute)
(ml_wrappers.common.constants.Extension attribute)
LOCAL_EXPLANATION (ml_wrappers.common.constants.Dynamic attribute)
(ml_wrappers.common.constants.ExplainParams attribute)
LOCAL_FEATURE_IMPORTANCE (ml_wrappers.common.constants.InterpretData attribute)
LOCAL_IMPORTANCE_VALUES (ml_wrappers.common.constants.ExplainParams attribute)
LOGGER (ml_wrappers.common.constants.LightGBMSerializationConstants attribute)
(ml_wrappers.common.constants.MimicSerializationConstants attribute)
M
MAX_DIM (ml_wrappers.common.constants.Defaults attribute)
METHOD (ml_wrappers.common.constants.ExplainParams attribute)
(ml_wrappers.common.constants.ExplainType attribute)
MIMIC (ml_wrappers.common.constants.ExplainType attribute)
MimicSerializationConstants (class in ml_wrappers.common.constants)
ml_wrappers
module
ml_wrappers.common
module
ml_wrappers.common.constants
module
ml_wrappers.dataset
module
ml_wrappers.dataset.dataset_utils
module
ml_wrappers.dataset.dataset_wrapper
module
ml_wrappers.dataset.timestamp_featurizer
module
ml_wrappers.model
module
ml_wrappers.model.base_wrapped_model
module
ml_wrappers.model.evaluator
module
ml_wrappers.model.fastai_wrapper
module
ml_wrappers.model.function_wrapper
module
ml_wrappers.model.image_model_wrapper
module
ml_wrappers.model.model_utils
module
ml_wrappers.model.model_wrapper
module
ml_wrappers.model.predictions_wrapper
module
ml_wrappers.model.pytorch_wrapper
module
ml_wrappers.model.tensorflow_wrapper
module
ml_wrappers.model.text_model_wrapper
module
ml_wrappers.model.wrapped_classification_model
module
ml_wrappers.model.wrapped_classification_without_proba_model
module
ml_wrappers.model.wrapped_regression_model
module
ml_wrappers.version
module
MLflowDRiseWrapper (class in ml_wrappers.model.image_model_wrapper)
MLI (ml_wrappers.common.constants.InterpretData attribute)
MODEL (ml_wrappers.common.constants.ExplainType attribute)
(ml_wrappers.common.constants.MimicSerializationConstants attribute)
MODEL_CLASS (ml_wrappers.common.constants.ExplainType attribute)
MODEL_ID (ml_wrappers.common.constants.ExplainParams attribute)
MODEL_STR (ml_wrappers.common.constants.LightGBMSerializationConstants attribute)
MODEL_TASK (ml_wrappers.common.constants.ExplainParams attribute)
(ml_wrappers.common.constants.ExplainType attribute)
MODEL_TYPE (ml_wrappers.common.constants.ExplainParams attribute)
ModelTask (class in ml_wrappers.common.constants)
module
ml_wrappers
ml_wrappers.common
ml_wrappers.common.constants
ml_wrappers.dataset
ml_wrappers.dataset.dataset_utils
ml_wrappers.dataset.dataset_wrapper
ml_wrappers.dataset.timestamp_featurizer
ml_wrappers.model
ml_wrappers.model.base_wrapped_model
ml_wrappers.model.evaluator
ml_wrappers.model.fastai_wrapper
ml_wrappers.model.function_wrapper
ml_wrappers.model.image_model_wrapper
ml_wrappers.model.model_utils
ml_wrappers.model.model_wrapper
ml_wrappers.model.predictions_wrapper
ml_wrappers.model.pytorch_wrapper
ml_wrappers.model.tensorflow_wrapper
ml_wrappers.model.text_model_wrapper
ml_wrappers.model.wrapped_classification_model
ml_wrappers.model.wrapped_classification_without_proba_model
ml_wrappers.model.wrapped_regression_model
ml_wrappers.version
MULTICLASS (ml_wrappers.common.constants.InterpretData attribute)
(ml_wrappers.common.constants.LightGBMSerializationConstants attribute)
MULTILABEL_IMAGE_CLASSIFICATION (ml_wrappers.common.constants.ModelTask attribute)
MULTILABEL_TEXT_CLASSIFICATION (ml_wrappers.common.constants.ModelTask attribute)
N
NAMES (ml_wrappers.common.constants.InterpretData attribute)
NER (ml_wrappers.common.constants.Spacy attribute)
nonify_properties (ml_wrappers.common.constants.LightGBMSerializationConstants attribute)
(ml_wrappers.common.constants.MimicSerializationConstants attribute)
NUM_CLASSES (ml_wrappers.common.constants.ExplainParams attribute)
NUM_EXAMPLES (ml_wrappers.common.constants.ExplainParams attribute)
NUM_FEATURES (ml_wrappers.common.constants.ExplainParams attribute)
num_features (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper property)
(ml_wrappers.dataset.DatasetWrapper property)
(ml_wrappers.DatasetWrapper property)
O
OBJECT_DETECTION (ml_wrappers.common.constants.ModelTask attribute)
OBJECTIVE (ml_wrappers.common.constants.LightGBMSerializationConstants attribute)
one_hot_encode() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
OpenaiWrapperModel (class in ml_wrappers.model)
original_dataset (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper property)
(ml_wrappers.dataset.DatasetWrapper property)
(ml_wrappers.DatasetWrapper property)
original_dataset_with_type (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper property)
(ml_wrappers.dataset.DatasetWrapper property)
(ml_wrappers.DatasetWrapper property)
ORIGINAL_EVAL_EXAMPLES (ml_wrappers.common.constants.MimicSerializationConstants attribute)
OVERALL (ml_wrappers.common.constants.InterpretData attribute)
P
PER_CLASS_NAMES (ml_wrappers.common.constants.ExplainParams attribute)
PER_CLASS_RANK (ml_wrappers.common.constants.ExplainParams attribute)
PER_CLASS_VALUES (ml_wrappers.common.constants.ExplainParams attribute)
PERF (ml_wrappers.common.constants.InterpretData attribute)
PFI (ml_wrappers.common.constants.ExplainType attribute)
PREDICT (ml_wrappers.common.constants.SKLearn attribute)
predict() (ml_wrappers.model.EndpointWrapperModel method)
(ml_wrappers.model.fastai_wrapper.WrappedFastAITabularModel method)
(ml_wrappers.model.image_model_wrapper.MLflowDRiseWrapper method)
(ml_wrappers.model.image_model_wrapper.PytorchDRiseWrapper method)
(ml_wrappers.model.image_model_wrapper.WrappedFastAIImageClassificationModel method)
(ml_wrappers.model.image_model_wrapper.WrappedMlflowAutomlImagesClassificationModel method)
(ml_wrappers.model.image_model_wrapper.WrappedMlflowAutomlObjectDetectionModel method)
(ml_wrappers.model.image_model_wrapper.WrappedObjectDetectionModel method)
(ml_wrappers.model.image_model_wrapper.WrappedTransformerImageClassificationModel method)
(ml_wrappers.model.OpenaiWrapperModel method)
(ml_wrappers.model.predictions_wrapper.PredictionsModelWrapper method)
(ml_wrappers.model.pytorch_wrapper.WrappedPytorchModel method)
(ml_wrappers.model.tensorflow_wrapper.WrappedTensorflowModel method)
(ml_wrappers.model.text_model_wrapper.WrappedQuestionAnsweringModel method)
(ml_wrappers.model.text_model_wrapper.WrappedTextClassificationModel method)
(ml_wrappers.model.wrapped_classification_model.WrappedClassificationModel method)
(ml_wrappers.model.wrapped_classification_without_proba_model.WrappedClassificationWithoutProbaModel method)
(ml_wrappers.model.wrapped_regression_model.WrappedRegressionModel method)
(ml_wrappers.model.WrappedClassificationModel method)
(ml_wrappers.model.WrappedPytorchModel method)
(ml_wrappers.model.WrappedRegressionModel method)
(ml_wrappers.model.WrappedTensorflowModel method)
predict_classes() (ml_wrappers.model.pytorch_wrapper.WrappedPytorchModel method)
(ml_wrappers.model.tensorflow_wrapper.WrappedTensorflowModel method)
(ml_wrappers.model.WrappedPytorchModel method)
(ml_wrappers.model.WrappedTensorflowModel method)
PREDICT_PROBA (ml_wrappers.common.constants.SKLearn attribute)
predict_proba() (ml_wrappers.model.EndpointWrapperModel method)
(ml_wrappers.model.fastai_wrapper.WrappedFastAITabularModel method)
(ml_wrappers.model.image_model_wrapper.WrappedFastAIImageClassificationModel method)
(ml_wrappers.model.image_model_wrapper.WrappedMlflowAutomlImagesClassificationModel method)
(ml_wrappers.model.image_model_wrapper.WrappedMlflowAutomlObjectDetectionModel method)
(ml_wrappers.model.image_model_wrapper.WrappedObjectDetectionModel method)
(ml_wrappers.model.image_model_wrapper.WrappedTransformerImageClassificationModel method)
(ml_wrappers.model.predictions_wrapper.PredictionsModelWrapperClassification method)
(ml_wrappers.model.pytorch_wrapper.WrappedPytorchModel method)
(ml_wrappers.model.tensorflow_wrapper.WrappedTensorflowModel method)
(ml_wrappers.model.text_model_wrapper.WrappedTextClassificationModel method)
(ml_wrappers.model.wrapped_classification_model.WrappedClassificationModel method)
(ml_wrappers.model.wrapped_classification_without_proba_model.WrappedClassificationWithoutProbaModel method)
(ml_wrappers.model.WrappedClassificationModel method)
(ml_wrappers.model.WrappedPytorchModel method)
(ml_wrappers.model.WrappedTensorflowModel method)
PREDICT_PROBA_FLAG (ml_wrappers.common.constants.MimicSerializationConstants attribute)
PREDICTIONS (ml_wrappers.common.constants.SKLearn attribute)
PredictionsModelWrapper (class in ml_wrappers.model.predictions_wrapper)
PredictionsModelWrapperClassification (class in ml_wrappers.model.predictions_wrapper)
PredictionsModelWrapperRegression (class in ml_wrappers.model.predictions_wrapper)
PROBABILITIES (ml_wrappers.common.constants.ExplainParams attribute)
PROBABILITY (ml_wrappers.common.constants.ShapValuesOutput attribute)
PYTORCH (ml_wrappers.common.constants.DNNFramework attribute)
PytorchDRiseWrapper (class in ml_wrappers.model.image_model_wrapper)
Q
QUESTION_ANSWERING (ml_wrappers.common.constants.ModelTask attribute)
R
REGRESSION (ml_wrappers.common.constants.ExplainType attribute)
(ml_wrappers.common.constants.LightGBMSerializationConstants attribute)
(ml_wrappers.common.constants.ModelTask attribute)
Reset (ml_wrappers.common.constants.ResetIndex attribute)
RESET_INDEX (ml_wrappers.common.constants.MimicSerializationConstants attribute)
reset_index() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
ResetIndex (class in ml_wrappers.common.constants)
ResetTeacher (ml_wrappers.common.constants.ResetIndex attribute)
S
sample() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
SAMPLING_POLICY (ml_wrappers.common.constants.ExplainParams attribute)
save_properties (ml_wrappers.common.constants.LightGBMSerializationConstants attribute)
(ml_wrappers.common.constants.MimicSerializationConstants attribute)
Scipy (class in ml_wrappers.common.constants)
SCORES (ml_wrappers.common.constants.InterpretData attribute)
SENTIMENT_ANALYSIS (ml_wrappers.common.constants.ModelTask attribute)
set_index() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
SHAP (ml_wrappers.common.constants.ExplainType attribute)
SHAP_DEEP (ml_wrappers.common.constants.ExplainType attribute)
SHAP_GPU_KERNEL (ml_wrappers.common.constants.ExplainType attribute)
SHAP_KERNEL (ml_wrappers.common.constants.ExplainType attribute)
SHAP_LINEAR (ml_wrappers.common.constants.ExplainType attribute)
SHAP_TREE (ml_wrappers.common.constants.ExplainType attribute)
SHAP_VALUES_OUTPUT (ml_wrappers.common.constants.ExplainParams attribute)
SHAPDefaults (class in ml_wrappers.common.constants)
ShapValuesOutput (class in ml_wrappers.common.constants)
SINGLE (ml_wrappers.common.constants.InterpretData attribute)
SKLearn (class in ml_wrappers.common.constants)
Spacy (class in ml_wrappers.common.constants)
SPECIFIC (ml_wrappers.common.constants.InterpretData attribute)
string_index() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
SUMMARIZATIONS (ml_wrappers.common.constants.ModelTask attribute)
summary_dataset (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper property)
(ml_wrappers.dataset.DatasetWrapper property)
(ml_wrappers.DatasetWrapper property)
T
TABULAR (ml_wrappers.common.constants.ExplainType attribute)
TAGGER (ml_wrappers.common.constants.Spacy attribute)
take_subset() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
TEACHER_PROBABILITY (ml_wrappers.common.constants.ShapValuesOutput attribute)
Tensorflow (class in ml_wrappers.common.constants)
TENSORFLOW (ml_wrappers.common.constants.DNNFramework attribute)
TEXT_CLASSIFICATION (ml_wrappers.common.constants.ModelTask attribute)
TFLOG (ml_wrappers.common.constants.Tensorflow attribute)
TIMESTAMP_FEATURIZER (ml_wrappers.common.constants.MimicSerializationConstants attribute)
timestamp_featurizer() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
transform() (ml_wrappers.dataset.CustomTimestampFeaturizer method)
(ml_wrappers.dataset.timestamp_featurizer.CustomTimestampFeaturizer method)
TREE_EXPLAINABLE_MODEL_TYPE (ml_wrappers.common.constants.ExplainableModelType attribute)
TREE_EXPLAINER (ml_wrappers.common.constants.LightGBMSerializationConstants attribute)
TYPE (ml_wrappers.common.constants.InterpretData attribute)
typed_dataset (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper property)
(ml_wrappers.dataset.DatasetWrapper property)
(ml_wrappers.DatasetWrapper property)
typed_wrapper_func() (ml_wrappers.dataset.dataset_wrapper.DatasetWrapper method)
(ml_wrappers.dataset.DatasetWrapper method)
(ml_wrappers.DatasetWrapper method)
U
UNIVARIATE (ml_wrappers.common.constants.InterpretData attribute)
UNKNOWN (ml_wrappers.common.constants.ModelTask attribute)
V
VALUE (ml_wrappers.common.constants.InterpretData attribute)
VALUES (ml_wrappers.common.constants.InterpretData attribute)
W
wrap_model() (in module ml_wrappers)
(in module ml_wrappers.model)
(in module ml_wrappers.model.model_wrapper)
WrappedClassificationModel (class in ml_wrappers.model)
(class in ml_wrappers.model.wrapped_classification_model)
WrappedClassificationWithoutProbaModel (class in ml_wrappers.model.wrapped_classification_without_proba_model)
WrappedFastAIImageClassificationModel (class in ml_wrappers.model.image_model_wrapper)
WrappedFastAITabularModel (class in ml_wrappers.model.fastai_wrapper)
WrappedMlflowAutomlImagesClassificationModel (class in ml_wrappers.model.image_model_wrapper)
WrappedMlflowAutomlObjectDetectionModel (class in ml_wrappers.model.image_model_wrapper)
WrappedObjectDetectionModel (class in ml_wrappers.model.image_model_wrapper)
WrappedPytorchModel (class in ml_wrappers.model)
(class in ml_wrappers.model.pytorch_wrapper)
WrappedQuestionAnsweringModel (class in ml_wrappers.model.text_model_wrapper)
WrappedRegressionModel (class in ml_wrappers.model)
(class in ml_wrappers.model.wrapped_regression_model)
WrappedTensorflowModel (class in ml_wrappers.model)
(class in ml_wrappers.model.tensorflow_wrapper)
WrappedTextClassificationModel (class in ml_wrappers.model.text_model_wrapper)
WrappedTransformerImageClassificationModel (class in ml_wrappers.model.image_model_wrapper)
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