ADS
v2.6.4
History:
Release Notes
Configuration:
Overview
Quick Start
Configuration
Tasks:
Load Data
Data Catalog Metastore
Data Transformations
Data Visualization
Model Training
Components:
Big Data Service
Data Flow
Data Labeling
Feature Type
Jobs
Model Catalog
Model Deployment
Model Evaluation
Model Explainability
Model Serialization
Secrets
NLP
Text Extraction
Classes:
Class Documentation
ADS
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A
absa (ads.feature_engineering.adsstring.oci_language.OCILanguage property)
ACCESS (ads.model.deployment.model_deployment.ModelDeploymentLogType attribute)
access_log (ads.model.deployment.model_deployment.ModelDeployment property)
activate() (ads.catalog.model.Model method)
,
[1]
ADBSecret (class in ads.secrets.adb)
ADBSecretKeeper (class in ads.secrets.adb)
add() (ads.common.model_metadata.ModelCustomMetadata method)
,
[1]
(ads.dataset.pipeline.TransformerPipeline method)
add_metrics() (ads.evaluations.evaluator.ADSEvaluator method)
,
[1]
add_models() (ads.evaluations.evaluator.ADSEvaluator method)
,
[1]
address (ads.feature_engineering.adsstring.common_regex_mixin.CommonRegexMixin property)
Address (class in ads.feature_engineering.feature_type.address)
ads
module
ads.automl
module
ads.automl.driver
module
ads.automl.provider
module
ads.bds
module
ads.bds.auth
module
ads.catalog
module
ads.catalog.model
module
ads.catalog.notebook
module
ads.catalog.project
module
ads.catalog.summary
module
ads.common
module
ads.common.auth
module
ads.common.card_identifier
module
ads.common.data
module
ads.common.decorator.deprecate
module
ads.common.decorator.runtime_dependency
module
ads.common.function.fn_util
module
ads.common.model
module
ads.common.model_export_util
module
ads.common.model_introspect
module
ads.common.model_metadata
module
ads.common.model_metadata_mixin
module
ads.common.utils
module
ads.config
module
ads.data_labeling
module
ads.data_labeling.boundingbox
module
ads.data_labeling.constants
module
ads.data_labeling.data_labeling_service
module
ads.data_labeling.interface.loader
module
ads.data_labeling.interface.parser
module
ads.data_labeling.interface.reader
module
ads.data_labeling.metadata
module
ads.data_labeling.mixin.data_labeling
module
ads.data_labeling.ner
module
ads.data_labeling.parser.export_metadata_parser
module
ads.data_labeling.parser.export_record_parser
module
ads.data_labeling.reader.dataset_reader
module
ads.data_labeling.reader.jsonl_reader
module
ads.data_labeling.reader.metadata_reader
module
ads.data_labeling.reader.record_reader
module
ads.data_labeling.record
module
ads.data_labeling.visualizer.image_visualizer
module
ads.data_labeling.visualizer.text_visualizer
module
ads.database
module
ads.database.connection
module
ads.dataflow
module
ads.dataflow.dataflow
module
ads.dataflow.dataflowsummary
module
ads.dataset
module
ads.dataset.classification_dataset
module
ads.dataset.correlation
module
ads.dataset.correlation_plot
module
ads.dataset.dataframe_transformer
module
ads.dataset.dataset
module
ads.dataset.dataset_browser
module
ads.dataset.dataset_with_target
module
ads.dataset.exception
module
ads.dataset.factory
module
ads.dataset.feature_engineering_transformer
module
ads.dataset.feature_selection
module
ads.dataset.forecasting_dataset
module
ads.dataset.helper
module
ads.dataset.label_encoder
module
ads.dataset.pipeline
module
ads.dataset.plot
module
ads.dataset.progress
module
ads.dataset.recommendation
module
ads.dataset.recommendation_transformer
module
ads.dataset.regression_dataset
module
ads.dataset.sampled_dataset
module
ads.dataset.target
module
ads.dataset.timeseries
module
ads.evaluations
module
ads.evaluations.evaluation_plot
module
ads.evaluations.evaluator
module
ads.evaluations.statistical_metrics
module
ads.feature_engineering
module
ads.feature_engineering.accessor.dataframe_accessor
module
ads.feature_engineering.accessor.mixin.correlation
module
ads.feature_engineering.accessor.mixin.eda_mixin
module
ads.feature_engineering.accessor.mixin.eda_mixin_series
module
ads.feature_engineering.accessor.mixin.feature_types_mixin
module
ads.feature_engineering.accessor.series_accessor
module
ads.feature_engineering.adsstring.common_regex_mixin
module
ads.feature_engineering.adsstring.oci_language
module
ads.feature_engineering.adsstring.string
module
ads.feature_engineering.exceptions
module
ads.feature_engineering.feature_type.address
module
ads.feature_engineering.feature_type.base
module
ads.feature_engineering.feature_type.boolean
module
ads.feature_engineering.feature_type.category
module
ads.feature_engineering.feature_type.constant
module
ads.feature_engineering.feature_type.continuous
module
ads.feature_engineering.feature_type.creditcard
module
ads.feature_engineering.feature_type.datetime
module
ads.feature_engineering.feature_type.discrete
module
ads.feature_engineering.feature_type.document
module
ads.feature_engineering.feature_type.gis
module
ads.feature_engineering.feature_type.handler.feature_validator
module
ads.feature_engineering.feature_type.handler.feature_warning
module
ads.feature_engineering.feature_type.handler.warnings
module
ads.feature_engineering.feature_type.integer
module
ads.feature_engineering.feature_type.ip_address
module
ads.feature_engineering.feature_type.ip_address_v4
module
ads.feature_engineering.feature_type.ip_address_v6
module
ads.feature_engineering.feature_type.lat_long
module
ads.feature_engineering.feature_type.object
module
ads.feature_engineering.feature_type.ordinal
module
ads.feature_engineering.feature_type.phone_number
module
ads.feature_engineering.feature_type.string
module
ads.feature_engineering.feature_type.text
module
ads.feature_engineering.feature_type.unknown
module
ads.feature_engineering.feature_type.zip_code
module
ads.feature_engineering.feature_type_manager
module
ads.hpo
module
ads.hpo.distributions
module
ads.hpo.search_cv
module
ads.hpo.stopping_criterion
module
ads.jobs
module
ads.jobs.ads_job
module
ads.jobs.builders.infrastructure.dataflow
module
ads.jobs.builders.infrastructure.dsc_job
module
ads.jobs.builders.runtimes.python_runtime
module
ads.model
module
ads.model.artifact
module
ads.model.deployment
module
ads.model.deployment.model_deployer
module
ads.model.deployment.model_deployment
module
ads.model.deployment.model_deployment_properties
module
ads.model.extractor.automl_extractor
module
ads.model.extractor.keras_extractor
module
ads.model.extractor.lightgbm_extractor
module
ads.model.extractor.model_info_extractor
module
ads.model.extractor.model_info_extractor_factory
module
ads.model.extractor.pytorch_extractor
module
ads.model.extractor.sklearn_extractor
module
ads.model.extractor.tensorflow_extractor
module
ads.model.extractor.xgboost_extractor
module
ads.model.framework
module
ads.model.framework.automl_model
module
ads.model.framework.lightgbm_model
module
ads.model.framework.pytorch_model
module
ads.model.framework.sklearn_model
module
ads.model.framework.tensorflow_model
module
ads.model.framework.xgboost_model
module
ads.model.generic_model
module
ads.model.model_properties
module
ads.model.runtime
module
ads.model.runtime.env_info
module
ads.model.runtime.model_deployment_details
module
ads.model.runtime.model_provenance_details
module
ads.model.runtime.runtime_info
module
,
[1]
ads.model.runtime.utils
module
ads.secrets
module
ads.secrets.adb
module
ads.secrets.auth_token
module
ads.secrets.big_data_service
module
ads.secrets.mysqldb
module
ads.secrets.oracledb
module
ads.secrets.secrets
module
ads.text_dataset
module
ads.text_dataset.backends
module
ads.text_dataset.dataset
module
ads.text_dataset.extractor
module
ads.text_dataset.options
module
ads.vault
module
ads.vault.vault
module
ADSData (class in ads.common.data)
ADSDataFrameAccessor (class in ads.feature_engineering.accessor.dataframe_accessor)
ADSDataset (class in ads.dataset.dataset)
ADSDatasetWithTarget (class in ads.dataset.dataset_with_target)
ADSEvaluator (class in ads.evaluations.evaluator)
ADSEvaluator.EvaluationMetrics (class in ads.evaluations.evaluator)
ADSFeatureTypesMixin (class in ads.feature_engineering.accessor.mixin.feature_types_mixin)
ADSModel (class in ads.common.model)
ADSSeriesAccessor (class in ads.feature_engineering.accessor.series_accessor)
ADSSeriesValidator (class in ads.feature_engineering.accessor.series_accessor)
ADSString (class in ads.feature_engineering.adsstring.string)
ADSTuner (class in ads.hpo.search_cv)
ALGORITHM (ads.common.model_metadata.MetadataTaxonomyKeys attribute)
algorithm (ads.model.extractor.automl_extractor.AutoMLExtractor property)
(ads.model.extractor.keras_extractor.KerasExtractor property)
(ads.model.extractor.lightgbm_extractor.LightgbmExtractor property)
(ads.model.extractor.pytorch_extractor.PytorchExtractor property)
(ads.model.extractor.sklearn_extractor.SklearnExtractor property)
(ads.model.extractor.tensorflow_extractor.TensorflowExtractor property)
(ads.model.extractor.xgboost_extractor.XgboostExtractor property)
(ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
algorithm() (ads.model.extractor.lightgbm_extractor.LightgbmExtractor method)
(ads.model.extractor.model_info_extractor.ModelInfoExtractor method)
,
[1]
(ads.model.extractor.pytorch_extractor.PytorchExtractor method)
(ads.model.extractor.sklearn_extractor.SklearnExtractor method)
(ads.model.extractor.tensorflow_extractor.TensorflowExtractor method)
(ads.model.extractor.xgboost_extractor.XgboostExtractor method)
annotation (ads.data_labeling.record.Record attribute)
,
[1]
annotation_type (ads.data_labeling.metadata.Metadata attribute)
,
[1]
AnnotationType (class in ads.data_labeling.constants)
ANOMALY_DETECTION (ads.common.model_metadata.UseCaseType attribute)
api_keys() (in module ads.common.auth)
application (ads.jobs.builders.infrastructure.dataflow.DataFlowLogs property)
archive_bucket (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime property)
archive_uri (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime property)
AritfactFolderStructureError
artifact (ads.jobs.builders.infrastructure.dsc_job.DSCJob property)
artifact_dir (ads.common.model_metadata.ModelProvenanceMetadata attribute)
(ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
artifact_directory (ads.model.runtime.model_provenance_details.TrainingCode attribute)
ARTIFACT_TEST_RESULT (ads.common.model_metadata.MetadataTaxonomyKeys attribute)
ArtifactNestedFolderError
ArtifactRequiredFilesError
assert_path_not_dirty() (ads.common.model_metadata.ModelProvenanceMetadata method)
assign_column() (ads.dataset.dataset.ADSDataset method)
astype() (ads.dataset.dataset.ADSDataset method)
ATTRIBUTE (ads.common.decorator.deprecate.TARGET_TYPE attribute)
attribute_map (ads.jobs.builders.infrastructure.dataflow.DataFlow attribute)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
(ads.jobs.builders.runtimes.python_runtime.CondaRuntime attribute)
(ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime attribute)
(ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime attribute)
(ads.jobs.builders.runtimes.python_runtime.NotebookRuntime attribute)
(ads.jobs.builders.runtimes.python_runtime.PythonRuntime attribute)
(ads.jobs.builders.runtimes.python_runtime.ScriptRuntime attribute)
auth (ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
(ads.secrets.big_data_service.BDSSecretKeeper attribute)
auth_token (ads.secrets.auth_token.AuthToken attribute)
AuthToken (class in ads.secrets.auth_token)
AuthTokenSecretKeeper (class in ads.secrets.auth_token)
auto_transform() (ads.dataset.classification_dataset.BinaryTextClassificationDataset method)
(ads.dataset.classification_dataset.ClassificationDataset method)
(ads.dataset.classification_dataset.MultiClassTextClassificationDataset method)
(ads.dataset.dataset_with_target.ADSDatasetWithTarget method)
AutoML (class in ads.automl.driver)
AutoMLExtractor (class in ads.model.extractor.automl_extractor)
AutoMLFeatureSelection (class in ads.automl.provider)
AutoMLModel (class in ads.model.framework.automl_model)
AutoMLPreprocessingTransformer (class in ads.automl.provider)
AutoMLProvider (class in ads.automl.provider)
AVAILABLE (ads.model.generic_model.ModelState attribute)
B
backend() (ads.text_dataset.dataset.DataLoader method)
(ads.text_dataset.extractor.FileProcessor method)
backend_map (ads.text_dataset.extractor.FileProcessor attribute)
(ads.text_dataset.extractor.PDFProcessor attribute)
(ads.text_dataset.extractor.WordProcessor attribute)
Base (class in ads.text_dataset.backends)
baseline (ads.evaluations.evaluation_plot.EvaluationPlot attribute)
,
[1]
baseline_kwargs (ads.evaluations.evaluation_plot.EvaluationPlot attribute)
,
[1]
BaselineAutoMLProvider (class in ads.automl.provider)
BaselineModel (class in ads.automl.provider)
BDS (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
BDSSecret (class in ads.secrets.big_data_service)
BDSSecretKeeper (class in ads.secrets.big_data_service)
BERT (ads.common.model_metadata.Framework attribute)
best_index (ads.hpo.search_cv.ADSTuner property)
best_params (ads.hpo.search_cv.ADSTuner property)
best_score (ads.hpo.search_cv.ADSTuner property)
best_scores() (ads.hpo.search_cv.ADSTuner method)
BINARY_CLASSIFICATION (ads.common.model_metadata.UseCaseType attribute)
(ads.common.utils.ml_task_types attribute)
BINARY_TEXT_CLASSIFICATION (ads.common.utils.ml_task_types attribute)
BinaryClassificationDataset (class in ads.dataset.classification_dataset)
BinaryTextClassificationDataset (class in ads.dataset.classification_dataset)
block_storage_size (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob property)
BokehHeatMap (class in ads.dataset.correlation_plot)
Boolean (class in ads.feature_engineering.feature_type.boolean)
BOOSTED (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
bottom_left (ads.data_labeling.boundingbox.BoundingBoxItem attribute)
,
[1]
bottom_right (ads.data_labeling.boundingbox.BoundingBoxItem attribute)
,
[1]
BOUNDING_BOX (ads.data_labeling.constants.AnnotationType attribute)
BoundingBoxItem (class in ads.data_labeling.boundingbox)
BoundingBoxItems (class in ads.data_labeling.boundingbox)
BoundingBoxRecordParser (class in ads.data_labeling.parser.export_record_parser)
boxes (ads.data_labeling.visualizer.image_visualizer.LabeledImageItem attribute)
,
[1]
branch (ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime property)
bucket_uri (ads.model.model_properties.ModelProperties attribute)
build() (ads.common.data.ADSData static method)
(ads.model.deployment.model_deployment_properties.ModelDeploymentProperties method)
,
[1]
C
calculate_cost() (ads.evaluations.evaluator.ADSEvaluator method)
,
[1]
calculate_sample_size() (in module ads.dataset.helper)
call() (ads.dataset.dataset.ADSDataset method)
camel_to_snake() (in module ads.common.utils)
cancel() (ads.jobs.builders.infrastructure.dsc_job.DataScienceJobRun method)
capitalize() (ads.feature_engineering.adsstring.string.ADSString method)
card_identify (class in ads.common.card_identifier)
case (ads.common.model_introspect.PrintItem attribute)
casefold() (ads.feature_engineering.adsstring.string.ADSString method)
cat_vs_cat() (in module ads.feature_engineering.accessor.mixin.correlation)
cat_vs_cont() (in module ads.feature_engineering.accessor.mixin.correlation)
CategoricalDistribution (class in ads.hpo.distributions)
CATEGORY (ads.common.model_metadata.MetadataCustomPrintColumns attribute)
category (ads.common.model_metadata.ModelCustomMetadataItem attribute)
(ads.common.model_metadata.ModelCustomMetadataItem property)
Category (class in ads.feature_engineering.feature_type.category)
center() (ads.feature_engineering.adsstring.string.ADSString method)
CLASS (ads.common.decorator.deprecate.TARGET_TYPE attribute)
classes (ads.evaluations.statistical_metrics.ModelEvaluator attribute)
ClassificationDataset (class in ads.dataset.classification_dataset)
clear() (ads.common.model_metadata.ModelCustomMetadata method)
,
[1]
client (ads.jobs.builders.infrastructure.dataflow.DataFlowApp property)
(ads.jobs.builders.infrastructure.dataflow.DataFlowRun property)
CLIENT_LIBRARY (ads.common.model_metadata.MetadataCustomKeys attribute)
CLUSTERING (ads.common.model_metadata.UseCaseType attribute)
color_wheel (ads.evaluations.evaluation_plot.EvaluationPlot attribute)
,
[1]
colors (ads.data_labeling.visualizer.image_visualizer.RenderOptions attribute)
,
[1]
(ads.data_labeling.visualizer.text_visualizer.RenderOptions attribute)
,
[1]
columns (ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor attribute)
commit (ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime property)
commit() (ads.catalog.model.Model method)
,
[1]
CommonRegexMixin (class in ads.feature_engineering.adsstring.common_regex_mixin)
compartment_id (ads.data_labeling.metadata.Metadata attribute)
,
[1]
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJob property)
(ads.model.model_properties.ModelProperties attribute)
(ads.secrets.big_data_service.BDSSecretKeeper attribute)
COMPLETED (ads.hpo.search_cv.State attribute)
compute() (ads.dataset.dataset.ADSDataset method)
concatenate() (in module ads.dataset.helper)
conda (ads.jobs.builders.runtimes.python_runtime.CondaRuntime property)
CONDA_ENVIRONMENT (ads.common.model_metadata.MetadataCustomKeys attribute)
CONDA_ENVIRONMENT_PATH (ads.common.model_metadata.MetadataCustomKeys attribute)
CondaRuntime (class in ads.jobs.builders.runtimes.python_runtime)
config (ads.dataflow.dataflow.DataFlowApp property)
(ads.dataflow.dataflow.DataFlowRun property)
(ads.dataflow.dataflow.RunObserver property)
(ads.model.deployment.model_deployer.ModelDeployer attribute)
(ads.model.deployment.model_deployment.ModelDeployment attribute)
configuration (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime property)
connect() (ads.database.connection.Connector method)
Connector (class in ads.database.connection)
CONST_ARCHIVE_BUCKET (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime attribute)
CONST_ARCHIVE_URI (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime attribute)
CONST_BLOCK_STORAGE (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
CONST_BRANCH (ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime attribute)
CONST_BUCKET_URI (ads.jobs.builders.infrastructure.dataflow.DataFlow attribute)
CONST_COMMIT (ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime attribute)
CONST_COMPARTMENT_ID (ads.jobs.builders.infrastructure.dataflow.DataFlow attribute)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
CONST_CONDA (ads.jobs.builders.runtimes.python_runtime.CondaRuntime attribute)
CONST_CONDA_AUTH_TYPE (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime attribute)
CONST_CONDA_REGION (ads.jobs.builders.runtimes.python_runtime.CondaRuntime attribute)
CONST_CONDA_SLUG (ads.jobs.builders.runtimes.python_runtime.CondaRuntime attribute)
CONST_CONDA_TYPE (ads.jobs.builders.runtimes.python_runtime.CondaRuntime attribute)
CONST_CONDA_TYPE_CUSTOM (ads.jobs.builders.runtimes.python_runtime.CondaRuntime attribute)
CONST_CONDA_TYPE_SERVICE (ads.jobs.builders.runtimes.python_runtime.CondaRuntime attribute)
CONST_CONDA_URI (ads.jobs.builders.runtimes.python_runtime.CondaRuntime attribute)
CONST_CONFIG (ads.jobs.builders.infrastructure.dataflow.DataFlow attribute)
CONST_CONFIGURATION (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime attribute)
CONST_DISPLAY_NAME (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
CONST_DRIVER_SHAPE (ads.jobs.builders.infrastructure.dataflow.DataFlow attribute)
CONST_ENTRYPOINT (ads.jobs.builders.runtimes.python_runtime.ScriptRuntime attribute)
CONST_EXCLUDE_TAG (ads.jobs.builders.runtimes.python_runtime.NotebookRuntime attribute)
CONST_EXECUTE (ads.jobs.builders.infrastructure.dataflow.DataFlow attribute)
CONST_EXECUTOR_SHAPE (ads.jobs.builders.infrastructure.dataflow.DataFlow attribute)
CONST_GIT_SSH_SECRET_ID (ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime attribute)
CONST_GIT_URL (ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime attribute)
CONST_ID (ads.jobs.builders.infrastructure.dataflow.DataFlow attribute)
CONST_JOB_INFRA (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
CONST_JOB_TYPE (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
CONST_LANGUAGE (ads.jobs.builders.infrastructure.dataflow.DataFlow attribute)
CONST_LOG_GROUP_ID (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
CONST_LOG_ID (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
CONST_METASTORE_ID (ads.jobs.builders.infrastructure.dataflow.DataFlow attribute)
CONST_NOTEBOOK_ENCODING (ads.jobs.builders.runtimes.python_runtime.NotebookRuntime attribute)
CONST_NOTEBOOK_PATH (ads.jobs.builders.runtimes.python_runtime.NotebookRuntime attribute)
CONST_NUM_EXECUTORS (ads.jobs.builders.infrastructure.dataflow.DataFlow attribute)
CONST_OUTPUT_URI (ads.jobs.builders.runtimes.python_runtime.NotebookRuntime attribute)
CONST_PROJECT_ID (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
CONST_SCRIPT_BUCKET (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime attribute)
CONST_SCRIPT_PATH (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime attribute)
(ads.jobs.builders.runtimes.python_runtime.ScriptRuntime attribute)
CONST_SHAPE_NAME (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
CONST_SKIP_METADATA (ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime attribute)
CONST_SPARK_VERSION (ads.jobs.builders.infrastructure.dataflow.DataFlow attribute)
CONST_SUBNET_ID (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
CONST_WAREHOUSE_BUCKET_URI (ads.jobs.builders.infrastructure.dataflow.DataFlow attribute)
CONST_WORKING_DIR (ads.jobs.builders.runtimes.python_runtime.PythonRuntime attribute)
Constant (class in ads.feature_engineering.feature_type.constant)
cont_vs_cont() (in module ads.feature_engineering.accessor.mixin.correlation)
content (ads.data_labeling.record.Record attribute)
,
[1]
Continuous (class in ads.feature_engineering.feature_type.continuous)
convert() (ads.jobs.builders.runtimes.python_runtime.DataFlowNotebookRuntime method)
(ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime method)
convert_columns() (in module ads.dataset.helper)
convert_dataframe_schema() (ads.common.model.ADSModel static method)
convert_to_html() (in module ads.dataset.helper)
convert_to_text() (ads.text_dataset.backends.Base method)
(ads.text_dataset.backends.PDFPlumber method)
(ads.text_dataset.backends.Tika method)
(ads.text_dataset.dataset.DataLoader method)
(ads.text_dataset.extractor.FileProcessor method)
convert_to_text_classification() (ads.dataset.classification_dataset.ClassificationDataset method)
copy_file() (in module ads.common.utils)
copy_from_uri() (in module ads.common.utils)
corr() (ads.dataset.dataset.ADSDataset method)
correlation_ratio() (ads.feature_engineering.accessor.mixin.eda_mixin.EDAMixin method)
correlation_ratio_plot() (ads.feature_engineering.accessor.mixin.eda_mixin.EDAMixin method)
count() (ads.feature_engineering.adsstring.string.ADSString method)
cramersv() (ads.feature_engineering.accessor.mixin.eda_mixin.EDAMixin method)
cramersv_plot() (ads.feature_engineering.accessor.mixin.eda_mixin.EDAMixin method)
create() (ads.jobs.ads_job.Job method)
(ads.jobs.builders.infrastructure.dataflow.DataFlow method)
(ads.jobs.builders.infrastructure.dataflow.DataFlowApp method)
(ads.jobs.builders.infrastructure.dataflow.DataFlowRun method)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJob method)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJobRun method)
(ads.jobs.builders.infrastructure.dsc_job.DSCJob method)
create_app() (ads.dataflow.dataflow.DataFlow method)
create_notebook_session() (ads.catalog.notebook.NotebookCatalog method)
create_project() (ads.catalog.project.ProjectCatalog method)
create_secret() (ads.vault.vault.Vault method)
credit_card (ads.feature_engineering.adsstring.common_regex_mixin.CommonRegexMixin property)
CreditCard (class in ads.feature_engineering.feature_type.creditcard)
CUML (ads.common.model_metadata.Framework attribute)
CustomFormatReaders (class in ads.dataset.factory)
D
DATA (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
database (ads.secrets.mysqldb.MySQLDBSecret attribute)
DataFlow (class in ads.dataflow.dataflow)
(class in ads.jobs.builders.infrastructure.dataflow)
dataflow_job() (ads.jobs.ads_job.Job static method)
DataFlowApp (class in ads.dataflow.dataflow)
(class in ads.jobs.builders.infrastructure.dataflow)
DataFlowLog (class in ads.dataflow.dataflow)
DataFlowLogs (class in ads.jobs.builders.infrastructure.dataflow)
DataFlowNotebookRuntime (class in ads.jobs.builders.runtimes.python_runtime)
DataFlowRun (class in ads.dataflow.dataflow)
(class in ads.jobs.builders.infrastructure.dataflow)
DataFlowRuntime (class in ads.jobs.builders.runtimes.python_runtime)
DataFrameLabelEncoder (class in ads.dataset.label_encoder)
DataFrameTransformer (class in ads.dataset.dataframe_transformer)
DataLabeling (class in ads.data_labeling.data_labeling_service)
DataLabelingAccessMixin (class in ads.data_labeling.mixin.data_labeling)
DataLoader (class in ads.text_dataset.dataset)
datascience_job() (ads.jobs.ads_job.Job static method)
DataScienceJob (class in ads.jobs.builders.infrastructure.dsc_job)
DataScienceJobRun (class in ads.jobs.builders.infrastructure.dsc_job)
dataset_id (ads.data_labeling.metadata.Metadata attribute)
,
[1]
dataset_name (ads.data_labeling.metadata.Metadata attribute)
,
[1]
dataset_type (ads.data_labeling.metadata.Metadata attribute)
,
[1]
DatasetBrowser (class in ads.dataset.dataset_browser)
DatasetDefaults (class in ads.dataset.helper)
DatasetError
DatasetFactory (class in ads.dataset.factory)
DatasetLoadException
DatasetNotFoundError
DatasetType (class in ads.data_labeling.constants)
date (ads.feature_engineering.adsstring.common_regex_mixin.CommonRegexMixin property)
DateTime (class in ads.feature_engineering.feature_type.datetime)
datetime_format (ads.catalog.project.ProjectSummaryList attribute)
ddf (ads.dataset.dataset.ADSDataset property)
deactivate() (ads.catalog.model.Model method)
,
[1]
debug() (ads.dataset.correlation_plot.BokehHeatMap method)
decide_estimator() (ads.automl.provider.BaselineAutoMLProvider method)
decode() (ads.secrets.adb.ADBSecretKeeper method)
(ads.secrets.auth_token.AuthTokenSecretKeeper method)
(ads.secrets.big_data_service.BDSSecretKeeper method)
(ads.secrets.mysqldb.MySQLDBSecretKeeper method)
(ads.secrets.oracledb.OracleDBSecretKeeper method)
(ads.secrets.secrets.SecretKeeper method)
(in module ads.hpo.distributions)
default() (ads.common.utils.JsonConverter method)
(ads.hpo.distributions.DistributionEncode method)
default_color (ads.data_labeling.visualizer.image_visualizer.RenderOptions attribute)
,
[1]
(ads.data_labeling.visualizer.text_visualizer.RenderOptions attribute)
,
[1]
default_handler() (in module ads.feature_engineering.feature_type.address)
(in module ads.feature_engineering.feature_type.boolean)
(in module ads.feature_engineering.feature_type.creditcard)
(in module ads.feature_engineering.feature_type.datetime)
(in module ads.feature_engineering.feature_type.gis)
(in module ads.feature_engineering.feature_type.ip_address)
(in module ads.feature_engineering.feature_type.ip_address_v4)
(in module ads.feature_engineering.feature_type.ip_address_v6)
(in module ads.feature_engineering.feature_type.lat_long)
(in module ads.feature_engineering.feature_type.phone_number)
(in module ads.feature_engineering.feature_type.string)
(in module ads.feature_engineering.feature_type.zip_code)
DEFAULT_INFRA_TYPE (ads.jobs.builders.infrastructure.dsc_job.DSCJob attribute)
DEFAULT_LABELS_MAP (ads.evaluations.evaluator.ADSEvaluator.EvaluationMetrics attribute)
default_signer() (in module ads.common.auth)
DEFAULT_SQL_ARRAYSIZE (ads.dataset.factory.CustomFormatReaders attribute)
DEFAULT_SQL_CHUNKSIZE (ads.dataset.factory.CustomFormatReaders attribute)
DEFAULT_SQL_CTU (ads.dataset.factory.CustomFormatReaders attribute)
DEFAULT_SQL_MIL (ads.dataset.factory.CustomFormatReaders attribute)
default_type (ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor attribute)
(ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor property)
(ads.feature_engineering.accessor.series_accessor.ADSSeriesAccessor attribute)
(ads.feature_engineering.accessor.series_accessor.ADSSeriesAccessor property)
del_metrics() (ads.evaluations.evaluator.ADSEvaluator method)
,
[1]
del_models() (ads.evaluations.evaluator.ADSEvaluator method)
,
[1]
delete() (ads.jobs.ads_job.Job method)
(ads.jobs.builders.infrastructure.dataflow.DataFlow method)
(ads.jobs.builders.infrastructure.dataflow.DataFlowApp method)
(ads.jobs.builders.infrastructure.dataflow.DataFlowRun method)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJob method)
(ads.jobs.builders.infrastructure.dsc_job.DSCJob method)
(ads.model.deployment.model_deployer.ModelDeployer method)
,
[1]
(ads.model.deployment.model_deployment.ModelDeployment method)
,
[1]
(ads.model.generic_model.GenericModel class method)
delete_deployment() (ads.model.framework.automl_model.AutoMLModel method)
(ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.pytorch_model.PyTorchModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.tensorflow_model.TensorFlowModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
(ads.model.generic_model.GenericModel method)
,
[1]
delete_model() (ads.catalog.model.ModelCatalog method)
,
[1]
delete_notebook_session() (ads.catalog.notebook.NotebookCatalog method)
delete_project() (ads.catalog.project.ProjectCatalog method)
deploy() (ads.model.deployment.model_deployer.ModelDeployer method)
,
[1]
(ads.model.deployment.model_deployment.ModelDeployment method)
,
[1]
(ads.model.framework.automl_model.AutoMLModel method)
(ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.pytorch_model.PyTorchModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.tensorflow_model.TensorFlowModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
(ads.model.generic_model.GenericModel method)
,
[1]
deploy_from_model_uri() (ads.model.deployment.model_deployer.ModelDeployer method)
deployment_access_log_id (ads.model.model_properties.ModelProperties attribute)
deployment_bandwidth_mbps (ads.model.model_properties.ModelProperties attribute)
deployment_instance_count (ads.model.model_properties.ModelProperties attribute)
deployment_instance_shape (ads.model.model_properties.ModelProperties attribute)
deployment_log_group_id (ads.model.model_properties.ModelProperties attribute)
deployment_predict_log_id (ads.model.model_properties.ModelProperties attribute)
deployment_properties (ads.model.deployment.model_deployment.ModelDeployment attribute)
deprecate_default_value() (in module ads.dataset.helper)
deprecate_variable() (in module ads.dataset.helper)
deprecated() (in module ads.common.decorator.deprecate)
DESCRIPTION (ads.common.model_metadata.MetadataCustomPrintColumns attribute)
description (ads.common.model_metadata.ModelCustomMetadataItem attribute)
(ads.common.model_metadata.ModelCustomMetadataItem property)
(ads.feature_engineering.feature_type.address.Address attribute)
,
[1]
(ads.feature_engineering.feature_type.base.FeatureType attribute)
(ads.feature_engineering.feature_type.boolean.Boolean attribute)
,
[1]
(ads.feature_engineering.feature_type.category.Category attribute)
,
[1]
(ads.feature_engineering.feature_type.constant.Constant attribute)
,
[1]
(ads.feature_engineering.feature_type.continuous.Continuous attribute)
,
[1]
(ads.feature_engineering.feature_type.creditcard.CreditCard attribute)
,
[1]
(ads.feature_engineering.feature_type.datetime.DateTime attribute)
,
[1]
(ads.feature_engineering.feature_type.discrete.Discrete attribute)
,
[1]
(ads.feature_engineering.feature_type.document.Document attribute)
,
[1]
(ads.feature_engineering.feature_type.gis.GIS attribute)
,
[1]
(ads.feature_engineering.feature_type.integer.Integer attribute)
,
[1]
(ads.feature_engineering.feature_type.ip_address.IpAddress attribute)
,
[1]
(ads.feature_engineering.feature_type.ip_address_v4.IpAddressV4 attribute)
,
[1]
(ads.feature_engineering.feature_type.ip_address_v6.IpAddressV6 attribute)
,
[1]
(ads.feature_engineering.feature_type.lat_long.LatLong attribute)
,
[1]
(ads.feature_engineering.feature_type.object.Object attribute)
,
[1]
(ads.feature_engineering.feature_type.ordinal.Ordinal attribute)
,
[1]
(ads.feature_engineering.feature_type.phone_number.PhoneNumber attribute)
,
[1]
(ads.feature_engineering.feature_type.string.String attribute)
,
[1]
(ads.feature_engineering.feature_type.text.Text attribute)
,
[1]
(ads.feature_engineering.feature_type.unknown.Unknown attribute)
,
[1]
(ads.feature_engineering.feature_type.zip_code.ZipCode attribute)
,
[1]
detect_encoding() (ads.text_dataset.backends.Tika method)
df (ads.catalog.project.ProjectSummaryList attribute)
df_read_functions (ads.dataset.dataset.ADSDataset attribute)
DIMENSIONALITY_REDUCTION (ads.common.model_metadata.UseCaseType attribute)
Discrete (class in ads.feature_engineering.feature_type.discrete)
DiscreteUniformDistribution (class in ads.hpo.distributions)
Distribution (class in ads.hpo.distributions)
DistributionEncode (class in ads.hpo.distributions)
DLSDatasetReader (class in ads.data_labeling.reader.dataset_reader)
DLSMetadataReader (class in ads.data_labeling.reader.metadata_reader)
DOCUMENT (ads.data_labeling.constants.DatasetType attribute)
Document (class in ads.feature_engineering.feature_type.document)
DONE (ads.model.generic_model.ModelState attribute)
double_overlay_plots (ads.evaluations.evaluation_plot.EvaluationPlot attribute)
down_sample() (ads.dataset.classification_dataset.ClassificationDataset method)
(in module ads.dataset.helper)
download() (ads.dataset.factory.DatasetFactory static method)
(ads.jobs.ads_job.Job method)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJobRun method)
download_artifact() (ads.jobs.builders.infrastructure.dsc_job.DSCJob method)
download_from_web() (in module ads.common.utils)
download_model() (ads.catalog.model.ModelCatalog method)
,
[1]
driver (ads.jobs.builders.infrastructure.dataflow.DataFlowLogs property)
drop_columns() (ads.dataset.dataset.ADSDataset method)
ds_client (ads.model.deployment.model_deployer.ModelDeployer attribute)
(ads.model.deployment.model_deployment.ModelDeployment attribute)
(ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
ds_composite_client (ads.model.deployment.model_deployer.ModelDeployer attribute)
(ads.model.deployment.model_deployment.ModelDeployment attribute)
DSCJob (class in ads.jobs.builders.infrastructure.dsc_job)
DSCJobRun (in module ads.jobs.builders.infrastructure.dsc_job)
dsn (ads.secrets.oracledb.OracleDBSecret attribute)
DummyProgressBar (class in ads.dataset.progress)
DuplicatedStudyError
E
EDAMixin (class in ads.feature_engineering.accessor.mixin.eda_mixin)
EDAMixinSeries (class in ads.feature_engineering.accessor.mixin.eda_mixin_series)
ElaboratedPath (class in ads.dataset.helper)
ellipsis_strings() (in module ads.common.utils)
email (ads.feature_engineering.adsstring.common_regex_mixin.CommonRegexMixin property)
EMCEE (ads.common.model_metadata.Framework attribute)
EmptyMetadata
encode() (ads.feature_engineering.adsstring.string.ADSString method)
(ads.secrets.adb.ADBSecretKeeper method)
(ads.secrets.big_data_service.BDSSecretKeeper method)
(ads.secrets.secrets.SecretKeeper method)
(in module ads.hpo.distributions)
endswith() (ads.feature_engineering.adsstring.string.ADSString method)
engine() (ads.text_dataset.dataset.DataLoader method)
ENSEMBLE (ads.common.model_metadata.Framework attribute)
ENTITY_EXTRACTION (ads.data_labeling.constants.AnnotationType attribute)
EntityType (class in ads.data_labeling.parser.export_record_parser)
entrypoint (ads.jobs.builders.runtimes.python_runtime.ScriptRuntime property)
ents (ads.data_labeling.visualizer.text_visualizer.LabeledTextItem attribute)
,
[1]
EnvInfo (class in ads.model.runtime.env_info)
ENVIRONMENT_TYPE (ads.common.model_metadata.MetadataCustomKeys attribute)
est (ads.automl.provider.AutoMLProvider property)
estimator (ads.model.extractor.automl_extractor.AutoMLExtractor attribute)
(ads.model.extractor.keras_extractor.KerasExtractor attribute)
(ads.model.extractor.lightgbm_extractor.LightgbmExtractor attribute)
(ads.model.extractor.pytorch_extractor.PytorchExtractor attribute)
(ads.model.extractor.sklearn_extractor.SklearnExtractor attribute)
(ads.model.extractor.tensorflow_extractor.TensorflowExtractor attribute)
(ads.model.extractor.xgboost_extractor.XgboostExtractor attribute)
(ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
ev_test (ads.evaluations.evaluator.ADSEvaluator.EvaluationMetrics attribute)
ev_train (ads.evaluations.evaluator.ADSEvaluator.EvaluationMetrics attribute)
EvaluationPlot (class in ads.evaluations.evaluation_plot)
evaluations (ads.evaluations.evaluator.ADSEvaluator attribute)
exclude_tag (ads.jobs.builders.runtimes.python_runtime.NotebookRuntime property)
executor (ads.jobs.builders.infrastructure.dataflow.DataFlowLogs property)
ExitCriterionError
expand_lambda_function() (in module ads.dataset.dataframe_transformer)
expandtabs() (ads.feature_engineering.adsstring.string.ADSString method)
EXPECTED_KEYS (ads.data_labeling.parser.export_metadata_parser.MetadataParser attribute)
export() (ads.data_labeling.data_labeling_service.DataLabeling method)
export_dict() (ads.secrets.secrets.Secret method)
export_options() (ads.secrets.secrets.Secret method)
export_vault_details() (ads.secrets.secrets.SecretKeeper method)
ExportMetadataReader (class in ads.data_labeling.reader.metadata_reader)
ExportReader (class in ads.data_labeling.reader.dataset_reader)
ExtendedEnumMeta (class in ads.common.model_metadata)
extract_info() (ads.model.extractor.model_info_extractor_factory.ModelInfoExtractorFactory static method)
extract_lib_dependencies_from_model() (in module ads.common.utils)
F
failures (ads.common.model_introspect.ModelIntrospect property)
feature_count() (ads.feature_engineering.accessor.mixin.eda_mixin.EDAMixin method)
feature_domain() (ads.feature_engineering.feature_type.address.Address class method)
(ads.feature_engineering.feature_type.boolean.Boolean class method)
(ads.feature_engineering.feature_type.category.Category class method)
(ads.feature_engineering.feature_type.constant.Constant class method)
(ads.feature_engineering.feature_type.continuous.Continuous class method)
(ads.feature_engineering.feature_type.creditcard.CreditCard class method)
(ads.feature_engineering.feature_type.datetime.DateTime class method)
(ads.feature_engineering.feature_type.discrete.Discrete class method)
(ads.feature_engineering.feature_type.document.Document class method)
(ads.feature_engineering.feature_type.gis.GIS class method)
(ads.feature_engineering.feature_type.integer.Integer class method)
(ads.feature_engineering.feature_type.ip_address.IpAddress class method)
(ads.feature_engineering.feature_type.ip_address_v4.IpAddressV4 class method)
(ads.feature_engineering.feature_type.ip_address_v6.IpAddressV6 class method)
(ads.feature_engineering.feature_type.lat_long.LatLong class method)
(ads.feature_engineering.feature_type.object.Object class method)
(ads.feature_engineering.feature_type.ordinal.Ordinal class method)
(ads.feature_engineering.feature_type.phone_number.PhoneNumber class method)
(ads.feature_engineering.feature_type.string.String class method)
(ads.feature_engineering.feature_type.text.Text class method)
(ads.feature_engineering.feature_type.unknown.Unknown class method)
(ads.feature_engineering.feature_type.zip_code.ZipCode class method)
feature_names() (ads.common.model.ADSModel method)
feature_plot() (ads.feature_engineering.accessor.mixin.eda_mixin.EDAMixin method)
(ads.feature_engineering.accessor.mixin.eda_mixin_series.EDAMixinSeries method)
(ads.feature_engineering.feature_type.address.Address method)
(ads.feature_engineering.feature_type.address.Address static method)
(ads.feature_engineering.feature_type.boolean.Boolean method)
(ads.feature_engineering.feature_type.boolean.Boolean static method)
(ads.feature_engineering.feature_type.category.Category method)
(ads.feature_engineering.feature_type.category.Category static method)
(ads.feature_engineering.feature_type.constant.Constant method)
(ads.feature_engineering.feature_type.constant.Constant static method)
(ads.feature_engineering.feature_type.continuous.Continuous method)
(ads.feature_engineering.feature_type.continuous.Continuous static method)
(ads.feature_engineering.feature_type.creditcard.CreditCard method)
(ads.feature_engineering.feature_type.creditcard.CreditCard static method)
(ads.feature_engineering.feature_type.datetime.DateTime method)
(ads.feature_engineering.feature_type.datetime.DateTime static method)
(ads.feature_engineering.feature_type.discrete.Discrete method)
(ads.feature_engineering.feature_type.discrete.Discrete static method)
(ads.feature_engineering.feature_type.gis.GIS method)
(ads.feature_engineering.feature_type.gis.GIS static method)
(ads.feature_engineering.feature_type.integer.Integer method)
(ads.feature_engineering.feature_type.integer.Integer static method)
(ads.feature_engineering.feature_type.lat_long.LatLong method)
(ads.feature_engineering.feature_type.lat_long.LatLong static method)
(ads.feature_engineering.feature_type.ordinal.Ordinal method)
(ads.feature_engineering.feature_type.ordinal.Ordinal static method)
(ads.feature_engineering.feature_type.string.String method)
(ads.feature_engineering.feature_type.string.String static method)
(ads.feature_engineering.feature_type.text.Text method)
(ads.feature_engineering.feature_type.text.Text static method)
(ads.feature_engineering.feature_type.zip_code.ZipCode method)
(ads.feature_engineering.feature_type.zip_code.ZipCode static method)
feature_select() (ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor method)
,
[1]
feature_stat() (ads.feature_engineering.accessor.mixin.eda_mixin.EDAMixin method)
(ads.feature_engineering.accessor.mixin.eda_mixin_series.EDAMixinSeries method)
(ads.feature_engineering.feature_type.address.Address method)
(ads.feature_engineering.feature_type.address.Address static method)
(ads.feature_engineering.feature_type.boolean.Boolean method)
(ads.feature_engineering.feature_type.boolean.Boolean static method)
(ads.feature_engineering.feature_type.category.Category method)
(ads.feature_engineering.feature_type.category.Category static method)
(ads.feature_engineering.feature_type.constant.Constant method)
(ads.feature_engineering.feature_type.constant.Constant static method)
(ads.feature_engineering.feature_type.continuous.Continuous method)
(ads.feature_engineering.feature_type.continuous.Continuous static method)
(ads.feature_engineering.feature_type.creditcard.CreditCard method)
(ads.feature_engineering.feature_type.creditcard.CreditCard static method)
(ads.feature_engineering.feature_type.datetime.DateTime method)
(ads.feature_engineering.feature_type.datetime.DateTime static method)
(ads.feature_engineering.feature_type.discrete.Discrete method)
(ads.feature_engineering.feature_type.discrete.Discrete static method)
(ads.feature_engineering.feature_type.gis.GIS method)
(ads.feature_engineering.feature_type.gis.GIS static method)
(ads.feature_engineering.feature_type.integer.Integer method)
(ads.feature_engineering.feature_type.integer.Integer static method)
(ads.feature_engineering.feature_type.ip_address.IpAddress method)
(ads.feature_engineering.feature_type.ip_address.IpAddress static method)
(ads.feature_engineering.feature_type.ip_address_v4.IpAddressV4 method)
(ads.feature_engineering.feature_type.ip_address_v4.IpAddressV4 static method)
(ads.feature_engineering.feature_type.ip_address_v6.IpAddressV6 method)
(ads.feature_engineering.feature_type.ip_address_v6.IpAddressV6 static method)
(ads.feature_engineering.feature_type.lat_long.LatLong method)
(ads.feature_engineering.feature_type.lat_long.LatLong static method)
(ads.feature_engineering.feature_type.ordinal.Ordinal method)
(ads.feature_engineering.feature_type.ordinal.Ordinal static method)
(ads.feature_engineering.feature_type.phone_number.PhoneNumber method)
(ads.feature_engineering.feature_type.phone_number.PhoneNumber static method)
(ads.feature_engineering.feature_type.string.String method)
(ads.feature_engineering.feature_type.string.String static method)
(ads.feature_engineering.feature_type.zip_code.ZipCode method)
(ads.feature_engineering.feature_type.zip_code.ZipCode static method)
feature_type (ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor attribute)
(ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor property)
(ads.feature_engineering.accessor.series_accessor.ADSSeriesAccessor attribute)
(ads.feature_engineering.accessor.series_accessor.ADSSeriesAccessor property)
feature_type_description (ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor attribute)
(ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor property)
(ads.feature_engineering.accessor.series_accessor.ADSSeriesAccessor attribute)
(ads.feature_engineering.accessor.series_accessor.ADSSeriesAccessor property)
feature_type_object() (ads.feature_engineering.feature_type_manager.FeatureTypeManager class method)
(ads.feature_engineering.feature_type_manager.FeatureTypeManager method)
feature_type_register() (ads.feature_engineering.feature_type_manager.FeatureTypeManager class method)
(ads.feature_engineering.feature_type_manager.FeatureTypeManager method)
feature_type_registered() (ads.feature_engineering.feature_type_manager.FeatureTypeManager class method)
(ads.feature_engineering.feature_type_manager.FeatureTypeManager method)
feature_type_reset() (ads.feature_engineering.feature_type_manager.FeatureTypeManager class method)
(ads.feature_engineering.feature_type_manager.FeatureTypeManager method)
feature_type_unregister() (ads.feature_engineering.feature_type_manager.FeatureTypeManager class method)
(ads.feature_engineering.feature_type_manager.FeatureTypeManager method)
FeatureBaseType (class in ads.feature_engineering.feature_type.base)
FeatureBaseTypeMeta (class in ads.feature_engineering.feature_type.base)
FeatureEngineeringTransformer (class in ads.dataset.feature_engineering_transformer)
FeatureImportance (class in ads.dataset.feature_selection)
FeatureType (class in ads.feature_engineering.feature_type.base)
FeatureTypeManager (class in ads.feature_engineering.feature_type_manager)
FeatureValidator (class in ads.feature_engineering.feature_type.handler.feature_validator)
FeatureValidatorMethod (class in ads.feature_engineering.feature_type.handler.feature_validator)
FeatureWarning (class in ads.feature_engineering.feature_type.handler.feature_warning)
fetch_log() (ads.dataflow.dataflow.DataFlowRun method)
fetch_training_code_details() (ads.common.model_metadata.ModelProvenanceMetadata class method)
FILE_METADATA (ads.text_dataset.options.Options attribute)
FILE_NAME (ads.text_dataset.options.Options attribute)
FileOption (class in ads.text_dataset.options)
FileOverwriteError
FileProcessor (class in ads.text_dataset.extractor)
FileProcessorFactory (class in ads.text_dataset.extractor)
filesystem() (ads.dataset.dataset_browser.DatasetBrowser static method)
filter() (ads.catalog.model.ModelSummaryList method)
,
[1]
(ads.catalog.notebook.NotebookSummaryList method)
(ads.catalog.project.ProjectSummaryList method)
(ads.catalog.summary.SummaryList method)
(ads.dataflow.dataflowsummary.SummaryList method)
filter_list() (ads.dataset.dataset_browser.DatasetBrowser method)
find() (ads.feature_engineering.adsstring.string.ADSString method)
first_not_none() (in module ads.common.utils)
fit() (ads.automl.provider.AutoMLFeatureSelection method)
(ads.automl.provider.AutoMLPreprocessingTransformer method)
(ads.automl.provider.BaselineModel method)
(ads.common.model_export_util.ONNXTransformer method)
(ads.dataset.dataframe_transformer.DataFrameTransformer method)
(ads.dataset.feature_engineering_transformer.FeatureEngineeringTransformer method)
(ads.dataset.label_encoder.DataFrameLabelEncoder method)
(ads.dataset.recommendation_transformer.RecommendationTransformer method)
fit_transform() (ads.common.model_export_util.ONNXTransformer method)
(ads.dataset.feature_engineering_transformer.FeatureEngineeringTransformer method)
(ads.dataset.recommendation_transformer.RecommendationTransformer method)
fix_column_names() (in module ads.dataset.helper)
FLAIR (ads.common.model_metadata.Framework attribute)
flatten() (in module ads.common.utils)
flatten_corr_matrix() (ads.dataset.correlation_plot.BokehHeatMap method)
folder_size() (in module ads.common.utils)
font_sz (ads.evaluations.evaluation_plot.EvaluationPlot attribute)
,
[1]
ForecastingDataset (class in ads.dataset.forecasting_dataset)
format (ads.dataset.helper.ElaboratedPath property)
format() (ads.feature_engineering.adsstring.string.ADSString method)
(ads.text_dataset.dataset.TextDatasetFactory static method)
format_map() (ads.feature_engineering.adsstring.string.ADSString method)
Formats (class in ads.data_labeling.constants)
FRAMEWORK (ads.common.model_metadata.MetadataTaxonomyKeys attribute)
framework (ads.model.extractor.automl_extractor.AutoMLExtractor property)
(ads.model.extractor.keras_extractor.KerasExtractor property)
(ads.model.extractor.lightgbm_extractor.LightgbmExtractor property)
(ads.model.extractor.pytorch_extractor.PytorchExtractor property)
(ads.model.extractor.sklearn_extractor.SklearnExtractor property)
(ads.model.extractor.tensorflow_extractor.TensorflowExtractor property)
(ads.model.extractor.xgboost_extractor.XgboostExtractor property)
(ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
Framework (class in ads.common.model_metadata)
framework() (ads.model.extractor.lightgbm_extractor.LightgbmExtractor method)
(ads.model.extractor.model_info_extractor.ModelInfoExtractor method)
,
[1]
(ads.model.extractor.pytorch_extractor.PytorchExtractor method)
(ads.model.extractor.sklearn_extractor.SklearnExtractor method)
(ads.model.extractor.tensorflow_extractor.TensorflowExtractor method)
(ads.model.extractor.xgboost_extractor.XgboostExtractor method)
FRAMEWORK_VERSION (ads.common.model_metadata.MetadataTaxonomyKeys attribute)
from_dataflow_job() (ads.jobs.ads_job.Job static method)
from_dataframe() (ads.dataset.factory.DatasetFactory static method)
from_datascience_job() (ads.jobs.ads_job.Job static method)
from_dict() (ads.data_labeling.visualizer.image_visualizer.RenderOptions class method)
(ads.data_labeling.visualizer.text_visualizer.RenderOptions class method)
(ads.jobs.ads_job.Job class method)
(ads.jobs.builders.infrastructure.dataflow.DataFlow class method)
from_DLS() (ads.data_labeling.reader.dataset_reader.LabeledDatasetReader class method)
(ads.data_labeling.reader.metadata_reader.MetadataReader class method)
(ads.data_labeling.reader.record_reader.RecordReader class method)
from_dls_dataset() (ads.data_labeling.metadata.Metadata class method)
from_dsc_job() (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob class method)
from_env() (ads.model.runtime.runtime_info.RuntimeInfo class method)
,
[1]
from_estimator() (ads.common.model.ADSModel static method)
from_export() (ads.data_labeling.reader.dataset_reader.LabeledDatasetReader class method)
(ads.data_labeling.reader.dataset_reader.LabeledDatasetReader method)
from_export_file() (ads.data_labeling.reader.metadata_reader.MetadataReader class method)
(ads.data_labeling.reader.record_reader.RecordReader class method)
from_id() (ads.jobs.builders.infrastructure.dataflow.DataFlow class method)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJob class method)
from_json() (ads.hpo.distributions.DistributionEncode static method)
from_model_artifact() (ads.model.framework.automl_model.AutoMLModel method)
(ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.pytorch_model.PyTorchModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.tensorflow_model.TensorFlowModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
(ads.model.generic_model.GenericModel class method)
(ads.model.generic_model.GenericModel method)
from_model_catalog() (ads.model.framework.automl_model.AutoMLModel method)
(ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.pytorch_model.PyTorchModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.tensorflow_model.TensorFlowModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
(ads.model.generic_model.GenericModel class method)
(ads.model.generic_model.GenericModel method)
from_model_deployment() (ads.model.generic_model.GenericModel class method)
(ads.model.generic_model.GenericModel method)
from_ocid() (ads.jobs.builders.infrastructure.dsc_job.DSCJob class method)
from_path() (ads.model.runtime.env_info.EnvInfo class method)
from_slug() (ads.model.runtime.env_info.EnvInfo class method)
from_spacy() (ads.data_labeling.ner.NERItem class method)
from_uri() (ads.model.artifact.ModelArtifact class method)
from_yolo() (ads.data_labeling.boundingbox.BoundingBoxItem class method)
G
generate_fn_artifacts() (in module ads.common.function.fn_util)
generate_heatmap() (ads.dataset.correlation_plot.BokehHeatMap method)
generate_initial_types() (ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
generate_requirement_file() (in module ads.common.utils)
generate_sample() (in module ads.dataset.helper)
generate_target_heatmap() (ads.dataset.correlation_plot.BokehHeatMap method)
GENERIC (ads.data_labeling.parser.export_record_parser.EntityType attribute)
GenericModel (class in ads.model.generic_model)
GENSIM (ads.common.model_metadata.Framework attribute)
GEO (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
get() (ads.common.model_metadata.ModelCustomMetadata method)
(ads.common.model_metadata.ModelMetadata method)
,
[1]
(ads.common.model_metadata.ModelTaxonomyMetadata method)
get_app() (ads.dataflow.dataflow.DataFlow method)
get_base_modules() (in module ads.common.utils)
get_bootstrap_styles() (in module ads.common.utils)
get_compute_accelerator_ncores() (in module ads.common.utils)
get_cpu_count() (in module ads.common.utils)
get_dataframe_styles() (in module ads.common.utils)
get_distribution() (ads.hpo.distributions.Distribution method)
get_dtype() (in module ads.dataset.helper)
get_feature_type() (in module ads.dataset.helper)
get_files() (in module ads.common.utils)
get_fill_val() (in module ads.dataset.helper)
get_format_reader() (in module ads.dataset.factory)
get_function_config() (in module ads.common.function.fn_util)
get_init_types() (ads.common.model.ADSModel static method)
get_legend_labels() (ads.evaluations.evaluation_plot.EvaluationPlot class method)
(ads.evaluations.evaluation_plot.EvaluationPlot method)
get_metadata() (ads.text_dataset.backends.Base method)
(ads.text_dataset.backends.PDFPlumber method)
(ads.text_dataset.backends.Tika method)
(ads.text_dataset.extractor.FileProcessor method)
get_metrics() (ads.evaluations.statistical_metrics.ModelEvaluator method)
,
[1]
get_ml_task_type() (in module ads.automl.driver)
get_model() (ads.catalog.model.ModelCatalog method)
,
[1]
get_model_deployment() (ads.model.deployment.model_deployer.ModelDeployer method)
,
[1]
get_model_deployment_state() (ads.model.deployment.model_deployer.ModelDeployer method)
,
[1]
get_notebook_session() (ads.catalog.notebook.NotebookCatalog method)
get_oci_config() (in module ads.common.utils)
get_processor() (ads.text_dataset.extractor.FileProcessorFactory static method)
get_progress_bar() (in module ads.common.utils)
get_project() (ads.catalog.project.ProjectCatalog method)
get_random_name_for_resource() (in module ads.common.utils)
get_recommendations() (ads.dataset.dataset_with_target.ADSDatasetWithTarget method)
get_repository() (in module ads.database.connection)
get_run() (ads.dataflow.dataflow.DataFlowApp method)
get_secret() (ads.vault.vault.Vault method)
get_service_packs() (in module ads.model.runtime.utils)
get_signer() (in module ads.common.auth)
get_sqlalchemy_engine() (in module ads.common.utils)
get_status() (ads.hpo.search_cv.ADSTuner method)
get_transformed_dataset() (ads.dataset.dataset_with_target.ADSDatasetWithTarget method)
get_transformer_pipeline() (ads.automl.provider.AutoMLProvider method)
(ads.automl.provider.BaselineAutoMLProvider method)
(ads.automl.provider.OracleAutoMLProvider method)
get_value() (in module ads.common.utils)
getLogger() (in module ads)
GIS (class in ads.feature_engineering.feature_type.gis)
git_branch (ads.common.model_metadata.ModelProvenanceMetadata attribute)
git_commit (ads.common.model_metadata.ModelProvenanceMetadata attribute)
GitHub() (ads.dataset.dataset_browser.DatasetBrowser static method)
GitHubDatasets (class in ads.dataset.dataset_browser)
GitPythonRuntime (class in ads.jobs.builders.runtimes.python_runtime)
H
H20 (ads.common.model_metadata.Framework attribute)
halt() (ads.hpo.search_cv.ADSTuner method)
HALTED (ads.hpo.search_cv.State attribute)
handle() (ads.text_dataset.options.FileOption method)
(ads.text_dataset.options.MetadataOption method)
(ads.text_dataset.options.OptionHandler method)
has_kerberos_ticket() (in module ads.bds.auth)
hdfs_host (ads.secrets.big_data_service.BDSSecret attribute)
,
[1]
(ads.secrets.big_data_service.BDSSecretKeeper attribute)
hdfs_port (ads.secrets.big_data_service.BDSSecret attribute)
,
[1]
(ads.secrets.big_data_service.BDSSecretKeeper attribute)
head() (ads.dataflow.dataflow.DataFlowLog method)
(ads.model.deployment.model_deployment.ModelDeploymentLog method)
hello() (in module ads)
help() (ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor method)
(ads.feature_engineering.accessor.mixin.feature_types_mixin.ADSFeatureTypesMixin method)
,
[1]
(ads.feature_engineering.accessor.series_accessor.ADSSeriesAccessor method)
(ads.feature_engineering.adsstring.string.ADSString method)
high_cardinality_handler() (in module ads.feature_engineering.feature_type.handler.warnings)
highlight_text() (in module ads.common.utils)
hive_host (ads.secrets.big_data_service.BDSSecret attribute)
,
[1]
(ads.secrets.big_data_service.BDSSecretKeeper attribute)
hive_port (ads.secrets.big_data_service.BDSSecret attribute)
,
[1]
(ads.secrets.big_data_service.BDSSecretKeeper attribute)
horizontal_scrollable_div() (in module ads.common.utils)
host (ads.secrets.mysqldb.MySQLDBSecret attribute)
(ads.secrets.oracledb.OracleDBSecret attribute)
human_size() (in module ads.common.utils)
hyperparameter (ads.model.extractor.automl_extractor.AutoMLExtractor property)
(ads.model.extractor.keras_extractor.KerasExtractor property)
(ads.model.extractor.lightgbm_extractor.LightgbmExtractor property)
(ads.model.extractor.pytorch_extractor.PytorchExtractor property)
(ads.model.extractor.sklearn_extractor.SklearnExtractor property)
(ads.model.extractor.tensorflow_extractor.TensorflowExtractor property)
(ads.model.extractor.xgboost_extractor.XgboostExtractor property)
(ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
hyperparameter() (ads.model.extractor.lightgbm_extractor.LightgbmExtractor method)
(ads.model.extractor.model_info_extractor.ModelInfoExtractor method)
,
[1]
(ads.model.extractor.pytorch_extractor.PytorchExtractor method)
(ads.model.extractor.sklearn_extractor.SklearnExtractor method)
(ads.model.extractor.tensorflow_extractor.TensorflowExtractor method)
(ads.model.extractor.xgboost_extractor.XgboostExtractor method)
HYPERPARAMETERS (ads.common.model_metadata.MetadataTaxonomyKeys attribute)
I
id (ads.jobs.ads_job.Job property)
identify_issue_network() (ads.common.card_identifier.card_identify method)
IMAGE (ads.data_labeling.constants.DatasetType attribute)
IMAGE_CLASSIFICATION (ads.common.model_metadata.UseCaseType attribute)
ImageLabeledDataFormatter (class in ads.data_labeling.visualizer.image_visualizer)
IMAGEOBJECTSELECTION (ads.data_labeling.parser.export_record_parser.EntityType attribute)
img (ads.data_labeling.visualizer.image_visualizer.LabeledImageItem attribute)
,
[1]
import_wallet() (in module ads.database.connection)
index() (ads.feature_engineering.adsstring.string.ADSString method)
infer_target_type() (ads.dataset.factory.DatasetFactory class method)
inference_conda_env (ads.model.model_properties.ModelProperties attribute)
(ads.model.runtime.model_deployment_details.ModelDeploymentDetails attribute)
inference_env_path (ads.model.runtime.env_info.InferenceEnvInfo attribute)
inference_env_slug (ads.model.runtime.env_info.InferenceEnvInfo attribute)
inference_env_type (ads.model.runtime.env_info.InferenceEnvInfo attribute)
inference_python_version (ads.model.model_properties.ModelProperties attribute)
(ads.model.runtime.env_info.InferenceEnvInfo attribute)
InferenceEnvInfo (class in ads.model.runtime.env_info)
info() (ads.data_labeling.interface.reader.Reader method)
(ads.data_labeling.reader.dataset_reader.DLSDatasetReader method)
,
[1]
(ads.data_labeling.reader.dataset_reader.ExportReader method)
,
[1]
(ads.data_labeling.reader.dataset_reader.LabeledDatasetReader method)
,
[1]
(ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor method)
(ads.model.extractor.model_info_extractor.ModelInfoExtractor method)
,
[1]
infrastructure (ads.jobs.ads_job.Job property)
init_ccache_with_keytab() (in module ads.bds.auth)
init_client() (ads.jobs.builders.infrastructure.dataflow.DataFlowApp class method)
(ads.jobs.builders.infrastructure.dataflow.DataFlowRun class method)
INITIATED (ads.hpo.search_cv.State attribute)
inject_and_copy_kwargs() (in module ads.common.utils)
instance_shapes() (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob class method)
Integer (class in ads.feature_engineering.feature_type.integer)
IntLogUniformDistribution (class in ads.hpo.distributions)
introspect() (ads.model.framework.automl_model.AutoMLModel method)
(ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.pytorch_model.PyTorchModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.tensorflow_model.TensorFlowModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
(ads.model.generic_model.GenericModel method)
,
[1]
Introspectable (class in ads.common.model_introspect)
IntrospectionNotPassed
IntUniformDistribution (class in ads.hpo.distributions)
InvalidFeatureType
InvalidStateTransition
ip (ads.feature_engineering.adsstring.common_regex_mixin.CommonRegexMixin property)
IpAddress (class in ads.feature_engineering.feature_type.ip_address)
IpAddressV4 (class in ads.feature_engineering.feature_type.ip_address_v4)
IpAddressV6 (class in ads.feature_engineering.feature_type.ip_address_v6)
IpythonProgressBar (class in ads.dataset.progress)
is_balanced() (ads.dataset.target.TargetVariable method)
is_classifier (ads.evaluations.evaluator.ADSEvaluator attribute)
is_classifier() (ads.common.model.ADSModel method)
is_completed() (ads.hpo.search_cv.ADSTuner method)
is_data_too_wide() (in module ads.common.utils)
is_debug_mode() (in module ads.common.utils)
is_documentation_mode() (in module ads.common.utils)
is_either_numerical_or_string_dataframe() (ads.model.framework.sklearn_model.SklearnModel static method)
is_halted() (ads.hpo.search_cv.ADSTuner method)
is_notebook() (in module ads.common.utils)
is_resource_principal_mode() (in module ads.common.utils)
is_running() (ads.hpo.search_cv.ADSTuner method)
is_same_class() (in module ads.common.utils)
is_terminated() (ads.hpo.search_cv.ADSTuner method)
is_test() (in module ads.common.utils)
is_text_data() (in module ads.dataset.helper)
is_type_registered() (ads.feature_engineering.feature_type_manager.FeatureTypeManager class method)
isalnum() (ads.feature_engineering.adsstring.string.ADSString method)
isalpha() (ads.feature_engineering.adsstring.string.ADSString method)
isascii() (ads.feature_engineering.adsstring.string.ADSString method)
isdecimal() (ads.feature_engineering.adsstring.string.ADSString method)
isdigit() (ads.feature_engineering.adsstring.string.ADSString method)
isempty() (ads.common.model_metadata.ModelCustomMetadata method)
,
[1]
isidentifier() (ads.feature_engineering.adsstring.string.ADSString method)
islower() (ads.feature_engineering.adsstring.string.ADSString method)
isnumeric() (ads.feature_engineering.adsstring.string.ADSString method)
isprintable() (ads.feature_engineering.adsstring.string.ADSString method)
isspace() (ads.feature_engineering.adsstring.string.ADSString method)
istitle() (ads.feature_engineering.adsstring.string.ADSString method)
isupper() (ads.feature_engineering.adsstring.string.ADSString method)
items (ads.data_labeling.boundingbox.BoundingBoxItems attribute)
,
[1]
(ads.data_labeling.ner.NERItems attribute)
,
[1]
J
job (ads.jobs.builders.infrastructure.dsc_job.DataScienceJobRun property)
Job (class in ads.jobs.ads_job)
job_id (ads.jobs.builders.infrastructure.dataflow.DataFlow property)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJob property)
job_infrastructure_type (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob property)
job_type (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob property)
join() (ads.feature_engineering.adsstring.string.ADSString method)
JsonConverter (class in ads.common.utils)
JsonlReader (class in ads.data_labeling.reader.jsonl_reader)
K
KERAS (ads.common.model_metadata.Framework attribute)
KerasExtractor (class in ads.model.extractor.keras_extractor)
kerb5_content (ads.secrets.big_data_service.BDSSecret attribute)
,
[1]
(ads.secrets.big_data_service.BDSSecretKeeper attribute)
kerb5_path (ads.secrets.big_data_service.BDSSecret attribute)
,
[1]
(ads.secrets.big_data_service.BDSSecretKeeper attribute)
key (ads.common.model_introspect.PrintItem attribute)
KEY (ads.common.model_metadata.MetadataCustomPrintColumns attribute)
(ads.common.model_metadata.MetadataTaxonomyPrintColumns attribute)
key (ads.common.model_metadata.ModelCustomMetadataItem attribute)
(ads.common.model_metadata.ModelTaxonomyMetadataItem attribute)
(ads.common.model_metadata.ModelTaxonomyMetadataItem property)
key_id (ads.secrets.big_data_service.BDSSecretKeeper attribute)
key_phrase (ads.feature_engineering.adsstring.oci_language.OCILanguage property)
keys (ads.common.model_metadata.ModelMetadata property)
keytab_content (ads.secrets.big_data_service.BDSSecret attribute)
,
[1]
(ads.secrets.big_data_service.BDSSecretKeeper attribute)
keytab_path (ads.secrets.big_data_service.BDSSecret attribute)
,
[1]
(ads.secrets.big_data_service.BDSSecretKeeper attribute)
kind (ads.jobs.ads_job.Job property)
KRB5KinitError
krbcontext() (in module ads.bds.auth)
kwargs (ads.secrets.big_data_service.BDSSecretKeeper attribute)
L
label (ads.data_labeling.ner.NERItem attribute)
,
[1]
LabeledDatasetReader (class in ads.data_labeling.reader.dataset_reader)
LabeledImageItem (class in ads.data_labeling.visualizer.image_visualizer)
LabeledTextItem (class in ads.data_labeling.visualizer.text_visualizer)
labels (ads.data_labeling.boundingbox.BoundingBoxItem attribute)
,
[1]
(ads.data_labeling.metadata.Metadata attribute)
,
[1]
LABS (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
language_dominant (ads.feature_engineering.adsstring.oci_language.OCILanguage property)
language_model_cache (ads.feature_engineering.adsstring.string.ADSString attribute)
LatLong (class in ads.feature_engineering.feature_type.lat_long)
legend_labels (ads.evaluations.evaluator.ADSEvaluator attribute)
length (ads.data_labeling.ner.NERItem attribute)
,
[1]
less_is_more (ads.evaluations.evaluator.ADSEvaluator.EvaluationMetrics attribute)
LIGHT_GBM (ads.common.model_metadata.Framework attribute)
LightgbmExtractor (class in ads.model.extractor.lightgbm_extractor)
LightGBMModel (class in ads.model.framework.lightgbm_model)
link (ads.feature_engineering.adsstring.common_regex_mixin.CommonRegexMixin property)
list() (ads.dataset.dataset_browser.DatasetBrowser static method)
(ads.dataset.dataset_browser.GitHubDatasets method)
(ads.dataset.dataset_browser.LocalFilesystemDatasets method)
(ads.dataset.dataset_browser.SeabornDatasets method)
(ads.dataset.dataset_browser.SklearnDatasets method)
(ads.dataset.dataset_browser.WebDatasets method)
list_apps() (ads.dataflow.dataflow.DataFlow method)
list_dataset() (ads.data_labeling.data_labeling_service.DataLabeling method)
list_deployments() (ads.model.deployment.model_deployer.ModelDeployer method)
,
[1]
list_jobs() (ads.jobs.builders.infrastructure.dataflow.DataFlow class method)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJob class method)
list_model_deployment() (ads.catalog.model.ModelCatalog method)
,
[1]
list_models() (ads.catalog.model.ModelCatalog method)
,
[1]
list_notebook_session() (ads.catalog.notebook.NotebookCatalog method)
list_projects() (ads.catalog.project.ProjectCatalog method)
list_runs() (ads.dataflow.dataflow.DataFlowApp method)
list_snapshots() (ads.dataset.factory.DatasetFactory static method)
list_workflow_logs() (ads.model.deployment.model_deployment.ModelDeployment method)
,
[1]
ljust() (ads.feature_engineering.adsstring.string.ADSString method)
load() (ads.common.model_export_util.ONNXTransformer static method)
(ads.data_labeling.interface.loader.Loader method)
load_app() (ads.dataflow.dataflow.DataFlow method)
load_dataset() (in module ads.dataset.factory)
load_model() (ads.catalog.model.Model class method)
(ads.catalog.model.Model method)
load_properties_from_env() (ads.jobs.builders.infrastructure.dsc_job.DSCJob method)
load_secret() (ads.secrets.secrets.SecretKeeper class method)
Loader (class in ads.data_labeling.interface.loader)
local_dir (ads.dataflow.dataflow.DataFlowLog property)
(ads.dataflow.dataflow.DataFlowRun property)
(ads.dataflow.dataflow.RunObserver property)
local_path (ads.dataflow.dataflow.DataFlowLog property)
LocalFilesystemDatasets (class in ads.dataset.dataset_browser)
log_group_id (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob property)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJobRun property)
log_id (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob property)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJobRun property)
LOG_OUTPUTS (ads.dataflow.dataflow.DataFlowRun attribute)
log_stderr (ads.dataflow.dataflow.DataFlowRun property)
log_stdout (ads.dataflow.dataflow.DataFlowRun property)
logging (ads.jobs.builders.infrastructure.dsc_job.DataScienceJobRun property)
logs (ads.jobs.builders.infrastructure.dataflow.DataFlowRun property)
logs() (ads.jobs.builders.infrastructure.dsc_job.DataScienceJobRun method)
(ads.model.deployment.model_deployment.ModelDeployment method)
LogUniformDistribution (class in ads.hpo.distributions)
lower() (ads.feature_engineering.adsstring.string.ADSString method)
lstrip() (ads.feature_engineering.adsstring.string.ADSString method)
M
maketrans() (ads.feature_engineering.adsstring.string.ADSString method)
map_types() (in module ads.dataset.helper)
merge() (ads.dataset.dataset.ADSDataset method)
message (ads.common.model_introspect.PrintItem attribute)
Metadata (class in ads.data_labeling.metadata)
metadata_all() (ads.text_dataset.dataset.DataLoader method)
metadata_custom (ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
metadata_provenance (ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
metadata_schema() (ads.text_dataset.dataset.DataLoader method)
metadata_taxonomy (ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
MetadataCustomCategory (class in ads.common.model_metadata)
MetadataCustomKeys (class in ads.common.model_metadata)
MetadataCustomPrintColumns (class in ads.common.model_metadata)
MetadataDescriptionTooLong
MetadataMixin (class in ads.common.model_metadata_mixin)
MetadataOption (class in ads.text_dataset.options)
MetadataParser (class in ads.data_labeling.parser.export_metadata_parser)
MetadataReader (class in ads.data_labeling.reader.metadata_reader)
MetadataSizeTooLarge
MetadataTaxonomyKeys (class in ads.common.model_metadata)
MetadataTaxonomyPrintColumns (class in ads.common.model_metadata)
MetadataValueTooLong
METHOD (ads.common.decorator.deprecate.TARGET_TYPE attribute)
metrics (ads.evaluations.evaluator.ADSEvaluator property)
(ads.evaluations.statistical_metrics.ModelEvaluator attribute)
metrics_to_show (ads.evaluations.evaluator.ADSEvaluator attribute)
missing_values_handler() (in module ads.feature_engineering.feature_type.handler.warnings)
ml_task_types (class in ads.common.utils)
model (ads.model.extractor.automl_extractor.AutoMLExtractor attribute)
(ads.model.extractor.keras_extractor.KerasExtractor attribute)
(ads.model.extractor.lightgbm_extractor.LightgbmExtractor attribute)
(ads.model.extractor.pytorch_extractor.PytorchExtractor attribute)
(ads.model.extractor.sklearn_extractor.SklearnExtractor attribute)
(ads.model.extractor.tensorflow_extractor.TensorflowExtractor attribute)
(ads.model.extractor.xgboost_extractor.XgboostExtractor attribute)
Model (class in ads.catalog.model)
model_artifact (ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
model_artifact_version (ads.model.runtime.runtime_info.RuntimeInfo attribute)
,
[1]
MODEL_ARTIFACTS (ads.common.model_metadata.MetadataCustomKeys attribute)
model_deployment (ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
(ads.model.runtime.runtime_info.RuntimeInfo attribute)
,
[1]
model_deployment_id (ads.model.deployment.model_deployment.ModelDeployment attribute)
model_file_name (ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
model_id (ads.model.deployment.model_deployment_properties.ModelDeploymentProperties attribute)
(ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
model_name (ads.evaluations.statistical_metrics.ModelEvaluator attribute)
model_provenance (ads.model.runtime.runtime_info.RuntimeInfo attribute)
,
[1]
model_schema() (ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor method)
MODEL_SERIALIZATION_FORMAT (ads.common.model_metadata.MetadataCustomKeys attribute)
model_uri (ads.model.deployment.model_deployment_properties.ModelDeploymentProperties attribute)
ModelArtifact (class in ads.model.artifact)
ModelArtifactSizeError
ModelCatalog (class in ads.catalog.model)
ModelCustomMetadata (class in ads.common.model_metadata)
ModelCustomMetadataItem (class in ads.common.model_metadata)
ModelDeployer (class in ads.model.deployment.model_deployer)
ModelDeployment (class in ads.model.deployment.model_deployment)
ModelDeploymentDetails (class in ads.model.runtime.model_deployment_details)
ModelDeploymentLog (class in ads.model.deployment.model_deployment)
ModelDeploymentLogType (class in ads.model.deployment.model_deployment)
ModelDeploymentProperties (class in ads.model.deployment.model_deployment_properties)
ModelEvaluator (class in ads.evaluations.statistical_metrics)
ModelInfoExtractor (class in ads.model.extractor.model_info_extractor)
ModelInfoExtractorFactory (class in ads.model.extractor.model_info_extractor_factory)
ModelIntrospect (class in ads.common.model_introspect)
ModelMetadata (class in ads.common.model_metadata)
ModelMetadataItem (class in ads.common.model_metadata)
ModelProperties (class in ads.model.model_properties)
ModelProvenanceDetails (class in ads.model.runtime.model_provenance_details)
ModelProvenanceMetadata (class in ads.common.model_metadata)
models (ads.evaluations.evaluator.ADSEvaluator attribute)
ModelState (class in ads.model.generic_model)
ModelSummaryList (class in ads.catalog.model)
ModelTaxonomyMetadata (class in ads.common.model_metadata)
ModelTaxonomyMetadataItem (class in ads.common.model_metadata)
ModelWithActiveDeploymentError
module
ads
ads.automl
ads.automl.driver
ads.automl.provider
ads.bds
ads.bds.auth
ads.catalog
ads.catalog.model
ads.catalog.notebook
ads.catalog.project
ads.catalog.summary
ads.common
ads.common.auth
ads.common.card_identifier
ads.common.data
ads.common.decorator.deprecate
ads.common.decorator.runtime_dependency
ads.common.function.fn_util
ads.common.model
ads.common.model_export_util
ads.common.model_introspect
ads.common.model_metadata
ads.common.model_metadata_mixin
ads.common.utils
ads.config
ads.data_labeling
ads.data_labeling.boundingbox
ads.data_labeling.constants
ads.data_labeling.data_labeling_service
ads.data_labeling.interface.loader
ads.data_labeling.interface.parser
ads.data_labeling.interface.reader
ads.data_labeling.metadata
ads.data_labeling.mixin.data_labeling
ads.data_labeling.ner
ads.data_labeling.parser.export_metadata_parser
ads.data_labeling.parser.export_record_parser
ads.data_labeling.reader.dataset_reader
ads.data_labeling.reader.jsonl_reader
ads.data_labeling.reader.metadata_reader
ads.data_labeling.reader.record_reader
ads.data_labeling.record
ads.data_labeling.visualizer.image_visualizer
ads.data_labeling.visualizer.text_visualizer
ads.database
ads.database.connection
ads.dataflow
ads.dataflow.dataflow
ads.dataflow.dataflowsummary
ads.dataset
ads.dataset.classification_dataset
ads.dataset.correlation
ads.dataset.correlation_plot
ads.dataset.dataframe_transformer
ads.dataset.dataset
ads.dataset.dataset_browser
ads.dataset.dataset_with_target
ads.dataset.exception
ads.dataset.factory
ads.dataset.feature_engineering_transformer
ads.dataset.feature_selection
ads.dataset.forecasting_dataset
ads.dataset.helper
ads.dataset.label_encoder
ads.dataset.pipeline
ads.dataset.plot
ads.dataset.progress
ads.dataset.recommendation
ads.dataset.recommendation_transformer
ads.dataset.regression_dataset
ads.dataset.sampled_dataset
ads.dataset.target
ads.dataset.timeseries
ads.evaluations
ads.evaluations.evaluation_plot
ads.evaluations.evaluator
ads.evaluations.statistical_metrics
ads.feature_engineering
ads.feature_engineering.accessor.dataframe_accessor
ads.feature_engineering.accessor.mixin.correlation
ads.feature_engineering.accessor.mixin.eda_mixin
ads.feature_engineering.accessor.mixin.eda_mixin_series
ads.feature_engineering.accessor.mixin.feature_types_mixin
ads.feature_engineering.accessor.series_accessor
ads.feature_engineering.adsstring.common_regex_mixin
ads.feature_engineering.adsstring.oci_language
ads.feature_engineering.adsstring.string
ads.feature_engineering.exceptions
ads.feature_engineering.feature_type.address
ads.feature_engineering.feature_type.base
ads.feature_engineering.feature_type.boolean
ads.feature_engineering.feature_type.category
ads.feature_engineering.feature_type.constant
ads.feature_engineering.feature_type.continuous
ads.feature_engineering.feature_type.creditcard
ads.feature_engineering.feature_type.datetime
ads.feature_engineering.feature_type.discrete
ads.feature_engineering.feature_type.document
ads.feature_engineering.feature_type.gis
ads.feature_engineering.feature_type.handler.feature_validator
ads.feature_engineering.feature_type.handler.feature_warning
ads.feature_engineering.feature_type.handler.warnings
ads.feature_engineering.feature_type.integer
ads.feature_engineering.feature_type.ip_address
ads.feature_engineering.feature_type.ip_address_v4
ads.feature_engineering.feature_type.ip_address_v6
ads.feature_engineering.feature_type.lat_long
ads.feature_engineering.feature_type.object
ads.feature_engineering.feature_type.ordinal
ads.feature_engineering.feature_type.phone_number
ads.feature_engineering.feature_type.string
ads.feature_engineering.feature_type.text
ads.feature_engineering.feature_type.unknown
ads.feature_engineering.feature_type.zip_code
ads.feature_engineering.feature_type_manager
ads.hpo
ads.hpo.distributions
ads.hpo.search_cv
ads.hpo.stopping_criterion
ads.jobs
ads.jobs.ads_job
ads.jobs.builders.infrastructure.dataflow
ads.jobs.builders.infrastructure.dsc_job
ads.jobs.builders.runtimes.python_runtime
ads.model
ads.model.artifact
ads.model.deployment
ads.model.deployment.model_deployer
ads.model.deployment.model_deployment
ads.model.deployment.model_deployment_properties
ads.model.extractor.automl_extractor
ads.model.extractor.keras_extractor
ads.model.extractor.lightgbm_extractor
ads.model.extractor.model_info_extractor
ads.model.extractor.model_info_extractor_factory
ads.model.extractor.pytorch_extractor
ads.model.extractor.sklearn_extractor
ads.model.extractor.tensorflow_extractor
ads.model.extractor.xgboost_extractor
ads.model.framework
ads.model.framework.automl_model
ads.model.framework.lightgbm_model
ads.model.framework.pytorch_model
ads.model.framework.sklearn_model
ads.model.framework.tensorflow_model
ads.model.framework.xgboost_model
ads.model.generic_model
ads.model.model_properties
ads.model.runtime
ads.model.runtime.env_info
ads.model.runtime.model_deployment_details
ads.model.runtime.model_provenance_details
ads.model.runtime.runtime_info
,
[1]
ads.model.runtime.utils
ads.secrets
ads.secrets.adb
ads.secrets.auth_token
ads.secrets.big_data_service
ads.secrets.mysqldb
ads.secrets.oracledb
ads.secrets.secrets
ads.text_dataset
ads.text_dataset.backends
ads.text_dataset.dataset
ads.text_dataset.extractor
ads.text_dataset.options
ads.vault
ads.vault.vault
MULTI_CLASS_CLASSIFICATION (ads.common.utils.ml_task_types attribute)
MULTI_CLASS_TEXT_CLASSIFICATION (ads.common.utils.ml_task_types attribute)
MULTI_LABEL (ads.data_labeling.constants.AnnotationType attribute)
MultiClassClassificationDataset (class in ads.dataset.classification_dataset)
MultiClassTextClassificationDataset (class in ads.dataset.classification_dataset)
MultiLabelRecordParser (class in ads.data_labeling.parser.export_record_parser)
MULTINOMIAL_CLASSIFICATION (ads.common.model_metadata.UseCaseType attribute)
MXNET (ads.common.model_metadata.Framework attribute)
MYSQL (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
MySQLDBSecret (class in ads.secrets.mysqldb)
MySQLDBSecretKeeper (class in ads.secrets.mysqldb)
N
n_trials (ads.hpo.search_cv.ADSTuner property)
name (ads.dataset.helper.ElaboratedPath property)
(ads.feature_engineering.accessor.series_accessor.ADSSeriesAccessor attribute)
(ads.feature_engineering.feature_type.address.Address attribute)
(ads.feature_engineering.feature_type.base.FeatureType attribute)
(ads.feature_engineering.feature_type.boolean.Boolean attribute)
(ads.feature_engineering.feature_type.category.Category attribute)
(ads.feature_engineering.feature_type.constant.Constant attribute)
(ads.feature_engineering.feature_type.continuous.Continuous attribute)
(ads.feature_engineering.feature_type.creditcard.CreditCard attribute)
(ads.feature_engineering.feature_type.datetime.DateTime attribute)
(ads.feature_engineering.feature_type.discrete.Discrete attribute)
(ads.feature_engineering.feature_type.document.Document attribute)
(ads.feature_engineering.feature_type.gis.GIS attribute)
(ads.feature_engineering.feature_type.integer.Integer attribute)
(ads.feature_engineering.feature_type.ip_address.IpAddress attribute)
(ads.feature_engineering.feature_type.ip_address_v4.IpAddressV4 attribute)
(ads.feature_engineering.feature_type.ip_address_v6.IpAddressV6 attribute)
(ads.feature_engineering.feature_type.lat_long.LatLong attribute)
(ads.feature_engineering.feature_type.object.Object attribute)
(ads.feature_engineering.feature_type.ordinal.Ordinal attribute)
(ads.feature_engineering.feature_type.phone_number.PhoneNumber attribute)
(ads.feature_engineering.feature_type.string.String attribute)
(ads.feature_engineering.feature_type.text.Text attribute)
(ads.feature_engineering.feature_type.unknown.Unknown attribute)
(ads.feature_engineering.feature_type.zip_code.ZipCode attribute)
(ads.jobs.ads_job.Job property)
(ads.jobs.builders.infrastructure.dataflow.DataFlow property)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJob property)
Name (class in ads.feature_engineering.feature_type.base)
NameAlreadyRegistered
NEEDSACTION (ads.model.generic_model.ModelState attribute)
NER (ads.common.model_metadata.UseCaseType attribute)
ner (ads.feature_engineering.adsstring.oci_language.OCILanguage property)
NERItem (class in ads.data_labeling.ner)
NERItems (class in ads.data_labeling.ner)
NERRecordParser (class in ads.data_labeling.parser.export_record_parser)
nlp_backend() (ads.feature_engineering.adsstring.string.ADSString method)
NLTK (ads.common.model_metadata.Framework attribute)
NoRestartError
normalize_hyperparameter() (in module ads.model.extractor.model_info_extractor)
NOT_PASSED (ads.common.model_introspect.TEST_STATUS attribute)
NOT_TESTED (ads.common.model_introspect.TEST_STATUS attribute)
NotActiveDeploymentError
NOTAVAILABLE (ads.model.generic_model.ModelState attribute)
NOTEBOOK (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
notebook_encoding (ads.jobs.builders.runtimes.python_runtime.NotebookRuntime property)
notebook_uri (ads.jobs.builders.runtimes.python_runtime.NotebookRuntime property)
NotebookCatalog (class in ads.catalog.notebook)
NotebookRuntime (class in ads.jobs.builders.runtimes.python_runtime)
NotebookSummaryList (class in ads.catalog.notebook)
NTrials (class in ads.hpo.stopping_criterion)
num_paths (ads.dataset.helper.ElaboratedPath property)
numeric_pandas_dtypes() (in module ads.common.utils)
O
Object (class in ads.feature_engineering.feature_type.object)
OBJECT_LOCALIZATION (ads.common.model_metadata.UseCaseType attribute)
oci_config_file() (in module ads.common.utils)
oci_config_location() (in module ads.common.utils)
oci_config_profile() (in module ads.common.utils)
oci_key_location() (in module ads.common.utils)
oci_key_profile() (in module ads.common.utils)
oci_link (ads.dataflow.dataflow.DataFlowApp property)
(ads.dataflow.dataflow.DataFlowRun property)
(ads.dataflow.dataflow.RunObserver property)
oci_path (ads.dataflow.dataflow.DataFlowLog property)
OCILanguage (class in ads.feature_engineering.adsstring.oci_language)
offset (ads.data_labeling.ner.NERItem attribute)
,
[1]
ONNX (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
ONNXTransformer (class in ads.common.model_export_util)
OPCTL (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
open() (ads.dataset.dataset_browser.DatasetBrowser method)
(ads.dataset.dataset_browser.GitHubDatasets method)
(ads.dataset.dataset_browser.LocalFilesystemDatasets method)
(ads.dataset.dataset_browser.SeabornDatasets method)
(ads.dataset.dataset_browser.SklearnDatasets method)
(ads.dataset.dataset_browser.WebDatasets method)
(ads.dataset.factory.DatasetFactory static method)
(in module ads.config)
open_to_pandas() (ads.dataset.factory.DatasetFactory static method)
optimizer() (ads.hpo.search_cv.ADSTuner static method)
option() (ads.text_dataset.dataset.DataLoader method)
option_handler() (ads.text_dataset.options.OptionFactory static method)
option_handlers (ads.text_dataset.options.OptionFactory attribute)
OptionalDependency (class in ads.common.decorator.runtime_dependency)
OptionFactory (class in ads.text_dataset.options)
OptionHandler (class in ads.text_dataset.options)
Options (class in ads.text_dataset.options)
OPTUNA (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
ORACLE_AUTOML (ads.common.model_metadata.Framework attribute)
OracleAutoMLProvider (class in ads.automl.provider)
OracleConnector (class in ads.database.connection)
OracleDBSecret (class in ads.secrets.oracledb)
OracleDBSecretKeeper (class in ads.secrets.oracledb)
Ordinal (class in ads.feature_engineering.feature_type.ordinal)
OTHER (ads.common.model_metadata.Framework attribute)
(ads.common.model_metadata.MetadataCustomCategory attribute)
(ads.common.model_metadata.UseCaseType attribute)
output_uri (ads.jobs.builders.runtimes.python_runtime.NotebookRuntime property)
overwrite_existing_artifact (ads.model.model_properties.ModelProperties attribute)
P
PACK_TYPE (class in ads.model.runtime.env_info)
PandasDataset (class in ads.dataset.sampled_dataset)
parse() (ads.data_labeling.interface.parser.Parser method)
(ads.data_labeling.parser.export_metadata_parser.MetadataParser static method)
(ads.data_labeling.parser.export_record_parser.RecordParser method)
parse_apache_log_datetime() (in module ads.dataset.helper)
parse_apache_log_str() (in module ads.dataset.helper)
Parser (class in ads.data_labeling.interface.parser)
parser() (ads.data_labeling.parser.export_record_parser.RecordParserFactory static method)
partition() (ads.feature_engineering.adsstring.string.ADSString method)
PASSED (ads.common.model_introspect.TEST_STATUS attribute)
password (ads.secrets.adb.ADBSecret attribute)
(ads.secrets.mysqldb.MySQLDBSecret attribute)
(ads.secrets.oracledb.OracleDBSecret attribute)
path (ads.data_labeling.record.Record attribute)
,
[1]
paths (ads.dataset.helper.ElaboratedPath property)
payload_attribute_map (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
PDFPlumber (class in ads.text_dataset.backends)
PDFProcessor (class in ads.text_dataset.extractor)
pearson() (ads.feature_engineering.accessor.mixin.eda_mixin.EDAMixin method)
pearson_plot() (ads.feature_engineering.accessor.mixin.eda_mixin.EDAMixin method)
perfect (ads.evaluations.evaluation_plot.EvaluationPlot attribute)
,
[1]
perfect_kwargs (ads.evaluations.evaluation_plot.EvaluationPlot attribute)
,
[1]
PERFORMANCE (ads.common.model_metadata.MetadataCustomCategory attribute)
phone_number_US (ads.feature_engineering.adsstring.common_regex_mixin.CommonRegexMixin property)
PhoneNumber (class in ads.feature_engineering.feature_type.phone_number)
plot() (ads.dataset.sampled_dataset.PandasDataset method)
(ads.dataset.timeseries.Timeseries method)
(ads.evaluations.evaluation_plot.EvaluationPlot class method)
(ads.evaluations.evaluation_plot.EvaluationPlot method)
plot_best_scores() (ads.hpo.search_cv.ADSTuner method)
plot_contour_scores() (ads.hpo.search_cv.ADSTuner method)
plot_correlation_heatmap() (ads.dataset.correlation_plot.BokehHeatMap method)
(in module ads.dataset.correlation_plot)
plot_edf_scores() (ads.hpo.search_cv.ADSTuner method)
plot_gis_scatter() (ads.dataset.sampled_dataset.PandasDataset method)
plot_hbar() (ads.dataset.correlation_plot.BokehHeatMap method)
plot_heat_map() (ads.dataset.correlation_plot.BokehHeatMap method)
plot_intermediate_scores() (ads.hpo.search_cv.ADSTuner method)
plot_parallel_coordinate_scores() (ads.hpo.search_cv.ADSTuner method)
plot_param_importance() (ads.hpo.search_cv.ADSTuner method)
Plotting (class in ads.dataset.plot)
plugin_clear() (ads.feature_engineering.adsstring.string.ADSString method)
plugin_list() (ads.feature_engineering.adsstring.string.ADSString method)
plugin_register() (ads.feature_engineering.adsstring.string.ADSString method)
plugins (ads.feature_engineering.adsstring.string.ADSString attribute)
,
[1]
populate_metadata() (ads.common.model_metadata_mixin.MetadataMixin method)
port (ads.secrets.mysqldb.MySQLDBSecret attribute)
(ads.secrets.oracledb.OracleDBSecret attribute)
positive_class (ads.evaluations.evaluator.ADSEvaluator attribute)
(ads.evaluations.statistical_metrics.ModelEvaluator attribute)
Positive_Class_Names (ads.evaluations.evaluator.ADSEvaluator attribute)
Positive_Class_names (ads.evaluations.evaluator.ADSEvaluator attribute)
precision (ads.evaluations.evaluator.ADSEvaluator.EvaluationMetrics property)
PREDICT (ads.model.deployment.model_deployment.ModelDeploymentLogType attribute)
predict() (ads.automl.provider.BaselineModel method)
(ads.common.model.ADSModel method)
(ads.model.deployment.model_deployment.ModelDeployment method)
(ads.model.framework.automl_model.AutoMLModel method)
(ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.pytorch_model.PyTorchModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.tensorflow_model.TensorFlowModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
(ads.model.generic_model.GenericModel method)
,
[1]
predict_log (ads.model.deployment.model_deployment.ModelDeployment property)
predict_proba() (ads.automl.provider.BaselineModel method)
(ads.common.model.ADSModel method)
prepare() (ads.common.model.ADSModel method)
(ads.model.framework.automl_model.AutoMLModel method)
(ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.pytorch_model.PyTorchModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.tensorflow_model.TensorFlowModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
(ads.model.generic_model.GenericModel method)
,
[1]
prepare_app() (ads.dataflow.dataflow.DataFlow method)
prepare_fn_attributes() (in module ads.common.function.fn_util)
prepare_generic_model() (in module ads.common.model_export_util)
prepare_run() (ads.dataflow.dataflow.DataFlowApp method)
prepare_runtime_yaml() (ads.model.artifact.ModelArtifact method)
prepare_save_deploy() (ads.model.generic_model.GenericModel method)
,
[1]
prepare_score_py() (ads.model.artifact.ModelArtifact method)
price (ads.feature_engineering.adsstring.common_regex_mixin.CommonRegexMixin property)
principal (ads.secrets.big_data_service.BDSSecret attribute)
,
[1]
(ads.secrets.big_data_service.BDSSecretKeeper attribute)
print_summary() (ads.automl.provider.OracleAutoMLProvider method)
print_trials() (ads.automl.provider.OracleAutoMLProvider method)
print_user_message() (in module ads.common.utils)
PrintItem (class in ads.common.model_introspect)
prob_type (ads.evaluations.evaluation_plot.EvaluationPlot attribute)
,
[1]
processor (ads.text_dataset.dataset.DataLoader attribute)
processor_map (ads.text_dataset.extractor.FileProcessorFactory attribute)
ProgressBar (class in ads.dataset.progress)
project_id (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob property)
(ads.model.model_properties.ModelProperties attribute)
project_ocid (ads.model.runtime.model_provenance_details.ModelProvenanceDetails attribute)
ProjectCatalog (class in ads.catalog.project)
ProjectSummaryList (class in ads.catalog.project)
properties (ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
PROPHET (ads.common.model_metadata.Framework attribute)
PYMC3 (ads.common.model_metadata.Framework attribute)
PYOD (ads.common.model_metadata.Framework attribute)
PYSTAN (ads.common.model_metadata.Framework attribute)
PythonRuntime (class in ads.jobs.builders.runtimes.python_runtime)
PYTORCH (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
(ads.common.model_metadata.Framework attribute)
PytorchExtractor (class in ads.model.extractor.pytorch_extractor)
PyTorchModel (class in ads.model.framework.pytorch_model)
R
random_valid_ocid() (in module ads.common.utils)
raw_metrics (ads.evaluations.evaluator.ADSEvaluator property)
read() (ads.data_labeling.interface.reader.Reader method)
(ads.data_labeling.reader.dataset_reader.DLSDatasetReader method)
,
[1]
(ads.data_labeling.reader.dataset_reader.ExportReader method)
,
[1]
(ads.data_labeling.reader.dataset_reader.LabeledDatasetReader method)
,
[1]
(ads.data_labeling.reader.jsonl_reader.JsonlReader method)
(ads.data_labeling.reader.metadata_reader.DLSMetadataReader method)
(ads.data_labeling.reader.metadata_reader.ExportMetadataReader method)
(ads.data_labeling.reader.metadata_reader.MetadataReader method)
(ads.data_labeling.reader.record_reader.RecordReader method)
read_arff() (ads.dataset.factory.CustomFormatReaders static method)
read_avro() (ads.dataset.factory.CustomFormatReaders static method)
read_html() (ads.dataset.factory.CustomFormatReaders static method)
read_json() (ads.dataset.factory.CustomFormatReaders static method)
read_labeled_data() (ads.data_labeling.mixin.data_labeling.DataLabelingAccessMixin static method)
read_libsvm() (ads.dataset.factory.CustomFormatReaders static method)
read_line() (ads.text_dataset.backends.Base method)
(ads.text_dataset.backends.PDFPlumber method)
(ads.text_dataset.backends.Tika method)
(ads.text_dataset.dataset.DataLoader method)
(ads.text_dataset.extractor.FileProcessor method)
read_log() (ads.dataset.factory.CustomFormatReaders static method)
read_sql() (ads.dataset.factory.CustomFormatReaders class method)
read_text() (ads.text_dataset.backends.Base method)
(ads.text_dataset.backends.PDFPlumber method)
(ads.text_dataset.backends.Tika method)
(ads.text_dataset.dataset.DataLoader method)
(ads.text_dataset.extractor.FileProcessor method)
read_tsv() (ads.dataset.factory.CustomFormatReaders static method)
read_xml() (ads.dataset.factory.CustomFormatReaders static method)
ReadDatasetError
Reader (class in ads.data_labeling.interface.reader)
Recommendation (class in ads.dataset.recommendation)
recommendation_type_labels (ads.dataset.recommendation.Recommendation attribute)
recommendation_types (ads.dataset.recommendation.Recommendation attribute)
RecommendationTransformer (class in ads.dataset.recommendation_transformer)
RECOMMENDER (ads.common.model_metadata.UseCaseType attribute)
Record (class in ads.data_labeling.record)
RecordParser (class in ads.data_labeling.parser.export_record_parser)
RecordParserFactory (class in ads.data_labeling.parser.export_record_parser)
RecordReader (class in ads.data_labeling.reader.record_reader)
records_path (ads.data_labeling.metadata.Metadata attribute)
,
[1]
redact() (ads.feature_engineering.adsstring.common_regex_mixin.CommonRegexMixin method)
(ads.feature_engineering.adsstring.string.ADSString method)
redact_map (ads.feature_engineering.adsstring.common_regex_mixin.CommonRegexMixin attribute)
refresh_ticket() (in module ads.bds.auth)
register() (ads.data_labeling.parser.export_record_parser.RecordParserFactory class method)
(ads.feature_engineering.feature_type.handler.feature_validator.FeatureValidator method)
,
[1]
(ads.feature_engineering.feature_type.handler.feature_validator.FeatureValidatorMethod method)
,
[1]
(ads.feature_engineering.feature_type.handler.feature_warning.FeatureWarning method)
,
[1]
(ads.text_dataset.extractor.FileProcessorFactory class method)
register_option() (ads.text_dataset.options.OptionFactory class method)
registered() (ads.feature_engineering.feature_type.handler.feature_validator.FeatureValidator method)
,
[1]
(ads.feature_engineering.feature_type.handler.feature_validator.FeatureValidatorMethod method)
,
[1]
(ads.feature_engineering.feature_type.handler.feature_warning.FeatureWarning method)
,
[1]
REGRESSION (ads.common.model_metadata.UseCaseType attribute)
(ads.common.utils.ml_task_types attribute)
RegressionDataset (class in ads.dataset.regression_dataset)
reload() (ads.model.artifact.ModelArtifact method)
(ads.model.framework.automl_model.AutoMLModel method)
(ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.pytorch_model.PyTorchModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.tensorflow_model.TensorFlowModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
(ads.model.generic_model.GenericModel method)
,
[1]
reload_runtime_info() (ads.model.generic_model.GenericModel method)
remove() (ads.common.model_metadata.ModelCustomMetadata method)
,
[1]
remove_existing_artifact (ads.model.model_properties.ModelProperties attribute)
remove_file() (in module ads.common.utils)
rename() (ads.common.model.ADSModel method)
rename_columns() (ads.dataset.dataset.ADSDataset method)
(ads.dataset.dataset_with_target.ADSDatasetWithTarget method)
rename_duplicate_cols() (in module ads.dataset.helper)
render() (ads.data_labeling.visualizer.text_visualizer.TextLabeledDataFormatter static method)
(in module ads.data_labeling.visualizer.image_visualizer)
,
[1]
(in module ads.data_labeling.visualizer.text_visualizer)
,
[1]
render_bounding_box() (ads.data_labeling.mixin.data_labeling.DataLabelingAccessMixin method)
render_item() (ads.data_labeling.visualizer.image_visualizer.ImageLabeledDataFormatter static method)
render_ner() (ads.data_labeling.mixin.data_labeling.DataLabelingAccessMixin method)
RenderOptions (class in ads.data_labeling.visualizer.image_visualizer)
(class in ads.data_labeling.visualizer.text_visualizer)
replace() (ads.feature_engineering.adsstring.string.ADSString method)
replace_spaces() (in module ads.common.utils)
repo (ads.common.model_metadata.ModelProvenanceMetadata attribute)
repository_url (ads.common.model_metadata.ModelProvenanceMetadata attribute)
required_keys (ads.secrets.secrets.SecretKeeper attribute)
reset() (ads.common.model_metadata.ModelCustomMetadata method)
(ads.common.model_metadata.ModelCustomMetadataItem method)
,
[1]
(ads.common.model_metadata.ModelMetadata method)
,
[1]
(ads.common.model_metadata.ModelTaxonomyMetadata method)
(ads.common.model_metadata.ModelTaxonomyMetadataItem method)
,
[1]
resource_principal() (in module ads.common.auth)
response (ads.catalog.project.ProjectSummaryList attribute)
result (ads.common.model_introspect.PrintItem attribute)
resume() (ads.hpo.search_cv.ADSTuner method)
rfind() (ads.feature_engineering.adsstring.string.ADSString method)
rindex() (ads.feature_engineering.adsstring.string.ADSString method)
rjust() (ads.feature_engineering.adsstring.string.ADSString method)
rollback() (ads.catalog.model.Model method)
,
[1]
rpartition() (ads.feature_engineering.adsstring.string.ADSString method)
rsplit() (ads.feature_engineering.adsstring.string.ADSString method)
rstrip() (ads.feature_engineering.adsstring.string.ADSString method)
run() (ads.common.model_introspect.ModelIntrospect method)
,
[1]
(ads.dataflow.dataflow.DataFlowApp method)
(ads.jobs.ads_job.Job method)
(ads.jobs.builders.infrastructure.dataflow.DataFlow method)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJob method)
(ads.jobs.builders.infrastructure.dsc_job.DSCJob method)
run_details_link (ads.jobs.builders.infrastructure.dataflow.DataFlowRun property)
run_list() (ads.jobs.ads_job.Job method)
(ads.jobs.builders.infrastructure.dataflow.DataFlow method)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJob method)
(ads.jobs.builders.infrastructure.dsc_job.DSCJob method)
RUNNING (ads.hpo.search_cv.State attribute)
RunObserver (class in ads.dataflow.dataflow)
runtime (ads.jobs.ads_job.Job property)
runtime_dependency() (in module ads.common.decorator.runtime_dependency)
runtime_info (ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
RuntimeInfo (class in ads.model.runtime.runtime_info)
,
[1]
RuntimeInfoInconsistencyError
S
safe_metrics_call() (ads.evaluations.statistical_metrics.ModelEvaluator method)
,
[1]
sample() (ads.dataset.dataset.ADSDataset method)
sampling_confidence_interval (ads.dataset.helper.DatasetDefaults attribute)
sampling_confidence_level (ads.dataset.helper.DatasetDefaults attribute)
save() (ads.common.model_export_util.ONNXTransformer method)
(ads.dataflow.dataflow.DataFlowLog method)
(ads.model.framework.automl_model.AutoMLModel method)
(ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.pytorch_model.PyTorchModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.tensorflow_model.TensorFlowModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
(ads.model.generic_model.GenericModel method)
,
[1]
(ads.model.runtime.runtime_info.RuntimeInfo method)
,
[1]
(ads.secrets.adb.ADBSecretKeeper method)
(ads.secrets.big_data_service.BDSSecretKeeper method)
(ads.secrets.secrets.SecretKeeper method)
schema_input (ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
schema_output (ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
SchemaValidator (class in ads.model.runtime.utils)
SCIKIT_LEARN (ads.common.model_metadata.Framework attribute)
score() (ads.common.model.ADSModel method)
score_remaining (ads.hpo.search_cv.ADSTuner property)
ScoreValue (class in ads.hpo.stopping_criterion)
scoring_name (ads.hpo.search_cv.ADSTuner property)
script_bucket (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime property)
script_uri (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime property)
(ads.jobs.builders.runtimes.python_runtime.ScriptRuntime property)
ScriptRuntime (class in ads.jobs.builders.runtimes.python_runtime)
seaborn() (ads.dataset.dataset_browser.DatasetBrowser static method)
SeabornDatasets (class in ads.dataset.dataset_browser)
search_space() (ads.hpo.search_cv.ADSTuner method)
Secret (class in ads.secrets.secrets)
secret_id (ads.secrets.big_data_service.BDSSecret attribute)
,
[1]
(ads.secrets.big_data_service.BDSSecretKeeper attribute)
SecretKeeper (class in ads.secrets.secrets)
select_best_features() (ads.dataset.classification_dataset.BinaryTextClassificationDataset method)
(ads.dataset.classification_dataset.MultiClassTextClassificationDataset method)
(ads.dataset.dataset_with_target.ADSDatasetWithTarget method)
(ads.dataset.forecasting_dataset.ForecastingDataset method)
select_best_plot() (ads.dataset.plot.Plotting method)
selected_model_name() (ads.automl.provider.OracleAutoMLProvider method)
selected_score_label() (ads.automl.provider.OracleAutoMLProvider method)
SENTIMENT_ANALYSIS (ads.common.model_metadata.UseCaseType attribute)
serialize (ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
serialize() (ads.secrets.secrets.Secret method)
,
[1]
serialize_model() (ads.model.framework.automl_model.AutoMLModel method)
(ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.pytorch_model.PyTorchModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.tensorflow_model.TensorFlowModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
(ads.model.generic_model.GenericModel method)
(in module ads.common.model_export_util)
SerializeInputNotImplementedError
SerializeModelNotImplementedError
service_name (ads.secrets.adb.ADBSecret attribute)
(ads.secrets.oracledb.OracleDBSecret attribute)
SERVICE_PACK (ads.model.runtime.env_info.PACK_TYPE attribute)
set_auth() (in module ads)
set_debug_mode() (in module ads)
set_default_storage() (ads.dataset.factory.DatasetFactory static method)
set_description() (ads.dataset.dataset.ADSDataset method)
set_documentation_mode() (in module ads)
set_expert_mode() (in module ads)
set_name() (ads.dataset.dataset.ADSDataset method)
set_oci_config() (in module ads.common.utils)
set_positive_class() (ads.dataset.classification_dataset.BinaryClassificationDataset method)
set_target() (ads.dataset.dataset.ADSDataset method)
set_training_data() (ads.common.model_metadata.ModelCustomMetadata method)
set_validation_data() (ads.common.model_metadata.ModelCustomMetadata method)
setup() (ads.automl.provider.AutoMLProvider method)
shape_name (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob property)
short_id_index (ads.catalog.project.ProjectSummaryList attribute)
show_all() (ads.dataflow.dataflow.DataFlowLog method)
show_corr() (ads.dataset.dataset.ADSDataset method)
show_deployments() (ads.model.deployment.model_deployer.ModelDeployer method)
,
[1]
show_full_name (ads.evaluations.evaluator.ADSEvaluator attribute)
show_in_notebook() (ads.catalog.model.Model method)
,
[1]
(ads.catalog.summary.SummaryList method)
(ads.common.model.ADSModel method)
(ads.dataset.dataset.ADSDataset method)
(ads.dataset.feature_selection.FeatureImportance method)
(ads.dataset.plot.Plotting method)
(ads.dataset.recommendation.Recommendation method)
(ads.dataset.target.TargetVariable method)
(ads.evaluations.evaluator.ADSEvaluator method)
,
[1]
(ads.evaluations.evaluator.ADSEvaluator.EvaluationMetrics method)
,
[1]
show_logs() (ads.model.deployment.model_deployment.ModelDeployment method)
sid (ads.secrets.oracledb.OracleDBSecret attribute)
SINGLE_LABEL (ads.data_labeling.constants.AnnotationType attribute)
single_overlay_plots (ads.evaluations.evaluation_plot.EvaluationPlot attribute)
SingleLabelRecordParser (class in ads.data_labeling.parser.export_record_parser)
size() (ads.common.model_metadata.ModelCustomMetadata method)
(ads.common.model_metadata.ModelCustomMetadataItem method)
(ads.common.model_metadata.ModelMetadata method)
,
[1]
(ads.common.model_metadata.ModelMetadataItem method)
,
[1]
(ads.common.model_metadata.ModelTaxonomyMetadata method)
(ads.common.model_metadata.ModelTaxonomyMetadataItem method)
skew_handler() (in module ads.feature_engineering.feature_type.handler.warnings)
skip_metadata_update (ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime property)
sklearn() (ads.dataset.dataset_browser.DatasetBrowser static method)
sklearn_datasets (ads.dataset.dataset_browser.SklearnDatasets attribute)
sklearn_steps (ads.hpo.search_cv.ADSTuner property)
SklearnDatasets (class in ads.dataset.dataset_browser)
SklearnExtractor (class in ads.model.extractor.sklearn_extractor)
SklearnModel (class in ads.model.framework.sklearn_model)
SKTIME (ads.common.model_metadata.Framework attribute)
SLUG_NAME (ads.common.model_metadata.MetadataCustomKeys attribute)
snake_to_camel() (in module ads.common.utils)
snake_to_camel_map (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
snapshot() (ads.dataset.dataset.ADSDataset method)
sort_by() (ads.catalog.model.ModelSummaryList method)
,
[1]
(ads.catalog.notebook.NotebookSummaryList method)
(ads.catalog.project.ProjectSummaryList method)
(ads.catalog.summary.SummaryList method)
(ads.dataflow.dataflowsummary.SummaryList method)
source_path (ads.data_labeling.metadata.Metadata attribute)
,
[1]
source_uri (ads.jobs.builders.runtimes.python_runtime.ScriptRuntime property)
SPACY (ads.common.model_metadata.Framework attribute)
(ads.data_labeling.constants.Formats attribute)
SPARK_VERSION (class in ads.dataflow.dataflow)
split() (ads.feature_engineering.adsstring.string.ADSString method)
split_data() (in module ads.common.utils)
splitlines() (ads.feature_engineering.adsstring.string.ADSString method)
ssh_secret_ocid (ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime property)
ssn (ads.feature_engineering.adsstring.common_regex_mixin.CommonRegexMixin property)
standardize_spec() (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob static method)
startswith() (ads.feature_engineering.adsstring.string.ADSString method)
state (ads.model.deployment.model_deployment.ModelDeployment attribute)
(ads.model.deployment.model_deployment.ModelDeployment property)
State (class in ads.hpo.search_cv)
STATSMODELS (ads.common.model_metadata.Framework attribute)
status (ads.common.model_introspect.ModelIntrospect property)
(ads.dataflow.dataflow.DataFlowRun property)
(ads.dataflow.dataflow.RunObserver property)
(ads.hpo.search_cv.ADSTuner property)
(ads.jobs.builders.infrastructure.dataflow.DataFlowRun property)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJob property)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJobRun property)
(ads.model.deployment.model_deployment.ModelDeployment property)
status() (ads.jobs.ads_job.Job method)
steps (ads.dataset.pipeline.TransformerPipeline attribute)
stream() (ads.model.deployment.model_deployment.ModelDeploymentLog method)
string (ads.feature_engineering.adsstring.string.ADSString attribute)
(ads.feature_engineering.adsstring.string.ADSString property)
String (class in ads.feature_engineering.feature_type.string)
strip() (ads.feature_engineering.adsstring.string.ADSString method)
sub_properties (ads.model.deployment.model_deployment_properties.ModelDeploymentProperties attribute)
subnet_id (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob property)
suggest_recommendations() (ads.dataset.dataset_with_target.ADSDatasetWithTarget method)
summary() (ads.common.model.ADSModel method)
(ads.dataset.sampled_dataset.PandasDataset method)
summary_status() (ads.model.framework.automl_model.AutoMLModel method)
(ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.pytorch_model.PyTorchModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.tensorflow_model.TensorFlowModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
(ads.model.generic_model.GenericModel method)
,
[1]
SummaryList (class in ads.catalog.summary)
(class in ads.dataflow.dataflowsummary)
SummaryStatus (class in ads.model.generic_model)
swagger_types (ads.model.deployment.model_deployment_properties.ModelDeploymentProperties attribute)
swapcase() (ads.feature_engineering.adsstring.string.ADSString method)
sync() (ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor method)
,
[1]
(ads.feature_engineering.accessor.series_accessor.ADSSeriesAccessor method)
,
[1]
T
Tag (class in ads.feature_engineering.feature_type.base)
tags (ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor attribute)
(ads.feature_engineering.accessor.dataframe_accessor.ADSDataFrameAccessor property)
(ads.feature_engineering.accessor.series_accessor.ADSSeriesAccessor attribute)
tail() (ads.dataflow.dataflow.DataFlowLog method)
(ads.model.deployment.model_deployment.ModelDeploymentLog method)
TARGET_TYPE (class in ads.common.decorator.deprecate)
TargetVariable (class in ads.dataset.target)
template() (ads.dataflow.dataflow.DataFlow method)
tenancy_ocid (ads.model.runtime.model_provenance_details.ModelProvenanceDetails attribute)
TENSORFLOW (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
(ads.common.model_metadata.Framework attribute)
TensorflowExtractor (class in ads.model.extractor.tensorflow_extractor)
TensorFlowModel (class in ads.model.framework.tensorflow_model)
TERMINAL_STATES (ads.jobs.builders.infrastructure.dsc_job.DataScienceJobRun attribute)
terminate() (ads.hpo.search_cv.ADSTuner method)
TERMINATED (ads.hpo.search_cv.State attribute)
TERMINATED_STATES (ads.jobs.builders.infrastructure.dataflow.DataFlowRun attribute)
test_data (ads.evaluations.evaluator.ADSEvaluator attribute)
TEST_STATUS (class in ads.common.model_introspect)
TEXT (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
(ads.data_labeling.constants.DatasetType attribute)
Text (class in ads.feature_engineering.feature_type.text)
text_classification (ads.feature_engineering.adsstring.oci_language.OCILanguage property)
TextDatasetFactory (class in ads.text_dataset.dataset)
TextLabeledDataFormatter (class in ads.data_labeling.visualizer.text_visualizer)
TEXTSELECTION (ads.data_labeling.parser.export_record_parser.EntityType attribute)
Tika (class in ads.text_dataset.backends)
time (ads.feature_engineering.adsstring.common_regex_mixin.CommonRegexMixin property)
time_elapsed (ads.hpo.search_cv.ADSTuner property)
time_remaining (ads.hpo.search_cv.ADSTuner property)
TIME_SERIES_FORECASTING (ads.common.model_metadata.UseCaseType attribute)
time_since_resume (ads.hpo.search_cv.ADSTuner property)
TimeBudget (class in ads.hpo.stopping_criterion)
Timeseries (class in ads.dataset.timeseries)
timeseries() (ads.dataset.sampled_dataset.PandasDataset method)
title() (ads.feature_engineering.adsstring.string.ADSString method)
to_adsstring() (in module ads.feature_engineering.adsstring.string)
to_avro() (ads.dataset.dataset.ADSDataset method)
to_csv() (ads.dataset.dataset.ADSDataset method)
to_dask() (ads.dataset.dataset.ADSDataset method)
to_dask_dataframe() (ads.dataset.dataset.ADSDataset method)
to_dataframe() (ads.catalog.model.Model method)
,
[1]
(ads.catalog.summary.SummaryList method)
(ads.common.model_introspect.ModelIntrospect method)
,
[1]
(ads.common.model_metadata.ModelCustomMetadata method)
,
[1]
(ads.common.model_metadata.ModelMetadata method)
,
[1]
(ads.common.model_metadata.ModelTaxonomyMetadata method)
,
[1]
(ads.data_labeling.metadata.Metadata method)
(ads.dataflow.dataflowsummary.SummaryList method)
(in module ads.common.utils)
to_dict() (ads.common.model_metadata.ModelCustomMetadata method)
(ads.common.model_metadata.ModelCustomMetadataItem method)
(ads.common.model_metadata.ModelMetadata method)
,
[1]
(ads.common.model_metadata.ModelMetadataItem method)
,
[1]
(ads.common.model_metadata.ModelTaxonomyMetadata method)
(ads.common.model_metadata.ModelTaxonomyMetadataItem method)
(ads.data_labeling.metadata.Metadata method)
(ads.data_labeling.record.Record method)
(ads.data_labeling.visualizer.image_visualizer.RenderOptions method)
(ads.data_labeling.visualizer.text_visualizer.RenderOptions method)
(ads.jobs.ads_job.Job method)
(ads.jobs.builders.infrastructure.dataflow.DataFlow method)
(ads.secrets.secrets.Secret method)
,
[1]
(ads.secrets.secrets.SecretKeeper method)
to_h2o() (ads.dataset.dataset.ADSDataset method)
to_h2o_dataframe() (ads.dataset.dataset.ADSDataset method)
to_hdf() (ads.dataset.dataset.ADSDataset method)
to_json() (ads.common.model_metadata.ModelCustomMetadata method)
(ads.common.model_metadata.ModelCustomMetadataItem method)
(ads.common.model_metadata.ModelMetadata method)
,
[1]
(ads.common.model_metadata.ModelMetadataItem method)
,
[1]
(ads.common.model_metadata.ModelTaxonomyMetadata method)
(ads.common.model_metadata.ModelTaxonomyMetadataItem method)
(ads.dataset.dataset.ADSDataset method)
to_json_file() (ads.common.model_metadata.ModelCustomMetadata method)
(ads.common.model_metadata.ModelCustomMetadataItem method)
(ads.common.model_metadata.ModelMetadata method)
,
[1]
(ads.common.model_metadata.ModelMetadataItem method)
,
[1]
(ads.common.model_metadata.ModelTaxonomyMetadata method)
(ads.common.model_metadata.ModelTaxonomyMetadataItem method)
to_list() (ads.common.model_introspect.PrintItem method)
to_oci_model() (ads.model.deployment.model_deployment_properties.ModelDeploymentProperties method)
to_onnx() (ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.pytorch_model.PyTorchModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.tensorflow_model.TensorFlowModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
to_onnxrt() (ads.common.data.ADSData method)
to_pandas() (ads.dataset.dataset.ADSDataset method)
to_pandas_dataframe() (ads.dataset.dataset.ADSDataset method)
to_parquet() (ads.dataset.dataset.ADSDataset method)
to_spacy() (ads.data_labeling.ner.NERItem method)
(ads.data_labeling.ner.NERItems method)
to_tuple() (ads.data_labeling.record.Record method)
to_update_deployment() (ads.model.deployment.model_deployment_properties.ModelDeploymentProperties method)
to_xgb() (ads.dataset.dataset.ADSDataset method)
to_xgb_dmatrix() (ads.dataset.dataset.ADSDataset method)
to_yaml() (ads.common.model_metadata.ModelCustomMetadata method)
(ads.common.model_metadata.ModelCustomMetadataItem method)
(ads.common.model_metadata.ModelMetadata method)
,
[1]
(ads.common.model_metadata.ModelMetadataItem method)
,
[1]
(ads.common.model_metadata.ModelTaxonomyMetadata method)
(ads.common.model_metadata.ModelTaxonomyMetadataItem method)
(ads.jobs.builders.infrastructure.dataflow.DataFlow method)
(ads.jobs.builders.infrastructure.dataflow.DataFlowApp method)
(ads.jobs.builders.infrastructure.dataflow.DataFlowRun method)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJobRun method)
to_yolo() (ads.data_labeling.boundingbox.BoundingBoxItem method)
(ads.data_labeling.boundingbox.BoundingBoxItems method)
top_left (ads.data_labeling.boundingbox.BoundingBoxItem attribute)
,
[1]
top_right (ads.data_labeling.boundingbox.BoundingBoxItem attribute)
,
[1]
TOPIC_MODELING (ads.common.model_metadata.UseCaseType attribute)
TqdmProgressBar (class in ads.dataset.progress)
train() (ads.automl.driver.AutoML method)
(ads.automl.provider.AutoMLProvider method)
(ads.automl.provider.BaselineAutoMLProvider method)
(ads.automl.provider.OracleAutoMLProvider method)
train_test_split() (ads.dataset.dataset_with_target.ADSDatasetWithTarget method)
train_validation_test_split() (ads.dataset.dataset_with_target.ADSDatasetWithTarget method)
TRAINING_AND_VALIDATION_DATASETS (ads.common.model_metadata.MetadataCustomCategory attribute)
training_code (ads.model.runtime.model_provenance_details.ModelProvenanceDetails attribute)
training_compartment_ocid (ads.model.runtime.model_provenance_details.ModelProvenanceDetails attribute)
training_conda_env (ads.model.model_properties.ModelProperties attribute)
(ads.model.runtime.model_provenance_details.ModelProvenanceDetails attribute)
training_data (ads.evaluations.evaluator.ADSEvaluator attribute)
TRAINING_DATASET (ads.common.model_metadata.MetadataCustomKeys attribute)
TRAINING_DATASET_NUMBER_OF_COLS (ads.common.model_metadata.MetadataCustomKeys attribute)
TRAINING_DATASET_NUMBER_OF_ROWS (ads.common.model_metadata.MetadataCustomKeys attribute)
TRAINING_DATASET_SIZE (ads.common.model_metadata.MetadataCustomKeys attribute)
TRAINING_ENV (ads.common.model_metadata.MetadataCustomCategory attribute)
training_env_path (ads.model.runtime.env_info.TrainingEnvInfo attribute)
training_env_slug (ads.model.runtime.env_info.TrainingEnvInfo attribute)
training_env_type (ads.model.runtime.env_info.TrainingEnvInfo attribute)
training_id (ads.common.model_metadata.ModelProvenanceMetadata attribute)
(ads.model.model_properties.ModelProperties attribute)
TRAINING_PROFILE (ads.common.model_metadata.MetadataCustomCategory attribute)
training_python_version (ads.model.model_properties.ModelProperties attribute)
(ads.model.runtime.env_info.TrainingEnvInfo attribute)
training_region (ads.model.runtime.model_provenance_details.ModelProvenanceDetails attribute)
training_resource_id (ads.model.model_properties.ModelProperties attribute)
training_resource_ocid (ads.model.runtime.model_provenance_details.ModelProvenanceDetails attribute)
training_script_path (ads.common.model_metadata.ModelProvenanceMetadata attribute)
(ads.model.model_properties.ModelProperties attribute)
TrainingCode (class in ads.model.runtime.model_provenance_details)
TrainingEnvInfo (class in ads.model.runtime.env_info)
transform() (ads.automl.provider.AutoMLFeatureSelection method)
(ads.automl.provider.AutoMLPreprocessingTransformer method)
(ads.automl.provider.BaselineModel method)
(ads.common.model.ADSModel method)
(ads.common.model_export_util.ONNXTransformer method)
(ads.dataset.dataframe_transformer.DataFrameTransformer method)
(ads.dataset.feature_engineering_transformer.FeatureEngineeringTransformer method)
(ads.dataset.label_encoder.DataFrameLabelEncoder method)
(ads.dataset.recommendation_transformer.RecommendationTransformer method)
transformer_log() (ads.dataset.recommendation_transformer.RecommendationTransformer method)
TransformerPipeline (class in ads.dataset.pipeline)
TRANSFORMERS (ads.common.model_metadata.Framework attribute)
translate() (ads.feature_engineering.adsstring.string.ADSString method)
trial_count (ads.hpo.search_cv.ADSTuner property)
trials (ads.hpo.search_cv.ADSTuner property)
trials_export() (ads.hpo.search_cv.ADSTuner method)
trials_import() (ads.hpo.search_cv.ADSTuner class method)
trials_remaining (ads.hpo.search_cv.ADSTuner property)
truncate_series_top_n() (in module ads.common.utils)
tune() (ads.hpo.search_cv.ADSTuner method)
txt (ads.data_labeling.visualizer.text_visualizer.LabeledTextItem attribute)
,
[1]
type_of_target() (ads.dataset.dataset_with_target.ADSDatasetWithTarget method)
TypeAlreadyAdded
TypeAlreadyRegistered
TypeNotFound
U
UniformDistribution (class in ads.hpo.distributions)
Unknown (class in ads.feature_engineering.feature_type.unknown)
unregister() (ads.feature_engineering.feature_type.handler.feature_validator.FeatureValidator method)
,
[1]
(ads.feature_engineering.feature_type.handler.feature_validator.FeatureValidatorMethod method)
,
[1]
(ads.feature_engineering.feature_type.handler.feature_warning.FeatureWarning method)
,
[1]
UNSUPPORTED (ads.common.utils.ml_task_types attribute)
up_sample() (ads.dataset.classification_dataset.ClassificationDataset method)
(in module ads.dataset.helper)
update() (ads.common.model_metadata.ModelCustomMetadataItem method)
,
[1]
(ads.common.model_metadata.ModelTaxonomyMetadataItem method)
,
[1]
(ads.dataset.progress.DummyProgressBar method)
(ads.dataset.progress.IpythonProgressBar method)
(ads.dataset.progress.ProgressBar method)
(ads.dataset.progress.TqdmProgressBar method)
(ads.jobs.builders.infrastructure.dsc_job.DSCJob method)
(ads.model.deployment.model_deployer.ModelDeployer method)
(ads.model.deployment.model_deployment.ModelDeployment method)
,
[1]
update_action() (ads.model.generic_model.SummaryStatus method)
update_config() (ads.dataflow.dataflow.DataFlowRun method)
(ads.dataflow.dataflow.RunObserver method)
update_model() (ads.catalog.model.ModelCatalog method)
,
[1]
update_notebook_session() (ads.catalog.notebook.NotebookCatalog method)
update_project() (ads.catalog.project.ProjectCatalog method)
update_repository() (in module ads.database.connection)
update_secret() (ads.vault.vault.Vault method)
update_status() (ads.model.generic_model.SummaryStatus method)
upload() (ads.dataset.factory.DatasetFactory static method)
upload_artifact() (ads.jobs.builders.infrastructure.dsc_job.DSCJob method)
upload_model() (ads.catalog.model.ModelCatalog method)
,
[1]
upper() (ads.feature_engineering.adsstring.string.ADSString method)
url (ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime property)
(ads.model.deployment.model_deployment.ModelDeployment attribute)
USE_CASE_TYPE (ads.common.model_metadata.MetadataTaxonomyKeys attribute)
use_training (ads.evaluations.evaluator.ADSEvaluator.EvaluationMetrics attribute)
UseCaseType (class in ads.common.model_metadata)
USER_CUSTOM_PACK (ads.model.runtime.env_info.PACK_TYPE attribute)
user_name (ads.secrets.adb.ADBSecret attribute)
(ads.secrets.mysqldb.MySQLDBSecret attribute)
(ads.secrets.oracledb.OracleDBSecret attribute)
user_ocid (ads.model.runtime.model_provenance_details.ModelProvenanceDetails attribute)
V
v2_4_4 (ads.dataflow.dataflow.SPARK_VERSION attribute)
v3_0_2 (ads.dataflow.dataflow.SPARK_VERSION attribute)
validate() (ads.common.model_metadata.ModelCustomMetadata method)
(ads.common.model_metadata.ModelCustomMetadataItem method)
,
[1]
(ads.common.model_metadata.ModelMetadata method)
,
[1]
(ads.common.model_metadata.ModelMetadataItem method)
,
[1]
(ads.common.model_metadata.ModelTaxonomyMetadata method)
(ads.common.model_metadata.ModelTaxonomyMetadataItem method)
,
[1]
(ads.model.runtime.utils.SchemaValidator method)
validate_size() (ads.common.model_metadata.ModelMetadata method)
VALIDATION_DATASET (ads.common.model_metadata.MetadataCustomKeys attribute)
VALIDATION_DATASET_NUMBER_OF_COLS (ads.common.model_metadata.MetadataCustomKeys attribute)
VALIDATION_DATASET_NUMBER_OF_ROWS (ads.common.model_metadata.MetadataCustomKeys attribute)
VALIDATION_DATASET_SIZE (ads.common.model_metadata.MetadataCustomKeys attribute)
ValidationError
validator (ads.feature_engineering.feature_type.address.Address attribute)
,
[1]
(ads.feature_engineering.feature_type.base.FeatureType attribute)
(ads.feature_engineering.feature_type.boolean.Boolean attribute)
,
[1]
(ads.feature_engineering.feature_type.category.Category attribute)
,
[1]
(ads.feature_engineering.feature_type.constant.Constant attribute)
,
[1]
(ads.feature_engineering.feature_type.continuous.Continuous attribute)
,
[1]
(ads.feature_engineering.feature_type.creditcard.CreditCard attribute)
,
[1]
(ads.feature_engineering.feature_type.datetime.DateTime attribute)
,
[1]
(ads.feature_engineering.feature_type.discrete.Discrete attribute)
,
[1]
(ads.feature_engineering.feature_type.document.Document attribute)
,
[1]
(ads.feature_engineering.feature_type.gis.GIS attribute)
,
[1]
(ads.feature_engineering.feature_type.integer.Integer attribute)
,
[1]
(ads.feature_engineering.feature_type.ip_address.IpAddress attribute)
,
[1]
(ads.feature_engineering.feature_type.ip_address_v4.IpAddressV4 attribute)
,
[1]
(ads.feature_engineering.feature_type.ip_address_v6.IpAddressV6 attribute)
,
[1]
(ads.feature_engineering.feature_type.lat_long.LatLong attribute)
,
[1]
(ads.feature_engineering.feature_type.object.Object attribute)
,
[1]
(ads.feature_engineering.feature_type.ordinal.Ordinal attribute)
,
[1]
(ads.feature_engineering.feature_type.phone_number.PhoneNumber attribute)
,
[1]
(ads.feature_engineering.feature_type.string.String attribute)
,
[1]
(ads.feature_engineering.feature_type.text.Text attribute)
,
[1]
(ads.feature_engineering.feature_type.unknown.Unknown attribute)
,
[1]
(ads.feature_engineering.feature_type.zip_code.ZipCode attribute)
,
[1]
validator_registered() (ads.feature_engineering.accessor.mixin.feature_types_mixin.ADSFeatureTypesMixin method)
,
[1]
(ads.feature_engineering.feature_type_manager.FeatureTypeManager class method)
(ads.feature_engineering.feature_type_manager.FeatureTypeManager method)
ValidatorAlreadyExists
ValidatorNotFound
ValidatorWithConditionAlreadyExists
ValidatorWithConditionNotFound
VALUE (ads.common.model_metadata.MetadataCustomPrintColumns attribute)
(ads.common.model_metadata.MetadataTaxonomyPrintColumns attribute)
value (ads.common.model_metadata.ModelCustomMetadataItem attribute)
(ads.common.model_metadata.ModelTaxonomyMetadataItem attribute)
(ads.common.model_metadata.ModelTaxonomyMetadataItem property)
values() (ads.common.model_metadata.ExtendedEnumMeta method)
,
[1]
Vault (class in ads.vault.vault)
vault_id (ads.secrets.big_data_service.BDSSecretKeeper attribute)
verify() (ads.model.framework.automl_model.AutoMLModel method)
(ads.model.framework.lightgbm_model.LightGBMModel method)
(ads.model.framework.pytorch_model.PyTorchModel method)
(ads.model.framework.sklearn_model.SklearnModel method)
(ads.model.framework.tensorflow_model.TensorFlowModel method)
(ads.model.framework.xgboost_model.XGBoostModel method)
(ads.model.generic_model.GenericModel method)
,
[1]
version (ads.model.extractor.automl_extractor.AutoMLExtractor property)
(ads.model.extractor.keras_extractor.KerasExtractor property)
(ads.model.extractor.lightgbm_extractor.LightgbmExtractor property)
(ads.model.extractor.pytorch_extractor.PytorchExtractor property)
(ads.model.extractor.sklearn_extractor.SklearnExtractor property)
(ads.model.extractor.tensorflow_extractor.TensorflowExtractor property)
(ads.model.extractor.xgboost_extractor.XgboostExtractor property)
(ads.model.framework.automl_model.AutoMLModel attribute)
(ads.model.framework.lightgbm_model.LightGBMModel attribute)
(ads.model.framework.pytorch_model.PyTorchModel attribute)
(ads.model.framework.sklearn_model.SklearnModel attribute)
(ads.model.framework.tensorflow_model.TensorFlowModel attribute)
(ads.model.framework.xgboost_model.XGBoostModel attribute)
(ads.model.generic_model.GenericModel attribute)
version() (ads.model.extractor.lightgbm_extractor.LightgbmExtractor method)
(ads.model.extractor.model_info_extractor.ModelInfoExtractor method)
,
[1]
(ads.model.extractor.pytorch_extractor.PytorchExtractor method)
(ads.model.extractor.sklearn_extractor.SklearnExtractor method)
(ads.model.extractor.tensorflow_extractor.TensorflowExtractor method)
(ads.model.extractor.xgboost_extractor.XgboostExtractor method)
visualize() (ads.dataset.pipeline.TransformerPipeline method)
visualize_adaptive_sampling_trials() (ads.automl.provider.OracleAutoMLProvider method)
visualize_algorithm_selection_trials() (ads.automl.provider.OracleAutoMLProvider method)
visualize_feature_selection_trials() (ads.automl.provider.OracleAutoMLProvider method)
visualize_transformation() (in module ads.dataset.helper)
visualize_transforms() (ads.common.model.ADSModel method)
(ads.dataset.dataset_with_target.ADSDatasetWithTarget method)
visualize_tuning_trials() (ads.automl.provider.OracleAutoMLProvider method)
VIZ (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
vm_image_internal_id (ads.model.runtime.model_provenance_details.ModelProvenanceDetails attribute)
W
wait() (ads.dataflow.dataflow.RunObserver method)
(ads.hpo.search_cv.ADSTuner method)
(ads.jobs.builders.infrastructure.dataflow.DataFlowRun method)
wallet_content (ads.secrets.adb.ADBSecret attribute)
wallet_file_name (ads.secrets.adb.ADBSecret attribute)
wallet_location (ads.secrets.adb.ADBSecret attribute)
wallet_secret_ids (ads.secrets.adb.ADBSecret attribute)
warning (ads.feature_engineering.feature_type.address.Address attribute)
,
[1]
(ads.feature_engineering.feature_type.base.FeatureType attribute)
(ads.feature_engineering.feature_type.boolean.Boolean attribute)
,
[1]
(ads.feature_engineering.feature_type.category.Category attribute)
,
[1]
(ads.feature_engineering.feature_type.constant.Constant attribute)
,
[1]
(ads.feature_engineering.feature_type.continuous.Continuous attribute)
,
[1]
(ads.feature_engineering.feature_type.creditcard.CreditCard attribute)
,
[1]
(ads.feature_engineering.feature_type.datetime.DateTime attribute)
,
[1]
(ads.feature_engineering.feature_type.discrete.Discrete attribute)
,
[1]
(ads.feature_engineering.feature_type.document.Document attribute)
,
[1]
(ads.feature_engineering.feature_type.gis.GIS attribute)
,
[1]
(ads.feature_engineering.feature_type.integer.Integer attribute)
,
[1]
(ads.feature_engineering.feature_type.ip_address.IpAddress attribute)
,
[1]
(ads.feature_engineering.feature_type.ip_address_v4.IpAddressV4 attribute)
,
[1]
(ads.feature_engineering.feature_type.ip_address_v6.IpAddressV6 attribute)
,
[1]
(ads.feature_engineering.feature_type.lat_long.LatLong attribute)
,
[1]
(ads.feature_engineering.feature_type.object.Object attribute)
,
[1]
(ads.feature_engineering.feature_type.ordinal.Ordinal attribute)
,
[1]
(ads.feature_engineering.feature_type.phone_number.PhoneNumber attribute)
,
[1]
(ads.feature_engineering.feature_type.string.String attribute)
,
[1]
(ads.feature_engineering.feature_type.text.Text attribute)
,
[1]
(ads.feature_engineering.feature_type.unknown.Unknown attribute)
,
[1]
(ads.feature_engineering.feature_type.zip_code.ZipCode attribute)
,
[1]
warning() (ads.feature_engineering.accessor.mixin.eda_mixin.EDAMixin method)
(ads.feature_engineering.accessor.mixin.eda_mixin_series.EDAMixinSeries method)
warning_registered() (ads.feature_engineering.accessor.mixin.feature_types_mixin.ADSFeatureTypesMixin method)
,
[1]
(ads.feature_engineering.feature_type_manager.FeatureTypeManager class method)
(ads.feature_engineering.feature_type_manager.FeatureTypeManager method)
WarningAlreadyExists
WarningNotFound
watch() (ads.jobs.builders.infrastructure.dataflow.DataFlowRun method)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJobRun method)
web() (ads.dataset.dataset_browser.DatasetBrowser static method)
WebDatasets (class in ads.dataset.dataset_browser)
with_access_log() (ads.model.deployment.model_deployment_properties.ModelDeploymentProperties method)
,
[1]
with_archive_bucket() (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime method)
with_archive_uri() (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime method)
with_argument() (ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime method)
with_block_storage_size() (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob method)
with_category_log() (ads.model.deployment.model_deployment_properties.ModelDeploymentProperties method)
with_compartment_id() (ads.jobs.builders.infrastructure.dataflow.DataFlow method)
(ads.jobs.builders.infrastructure.dsc_job.DataScienceJob method)
with_conda() (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime method)
with_configuration() (ads.jobs.builders.infrastructure.dataflow.DataFlow method)
(ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime method)
with_custom_conda() (ads.jobs.builders.runtimes.python_runtime.CondaRuntime method)
(ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime method)
with_driver_shape() (ads.jobs.builders.infrastructure.dataflow.DataFlow method)
with_entrypoint() (ads.jobs.builders.runtimes.python_runtime.ScriptRuntime method)
with_exclude_tag() (ads.jobs.builders.runtimes.python_runtime.NotebookRuntime method)
with_execute() (ads.jobs.builders.infrastructure.dataflow.DataFlow method)
with_executor_shape() (ads.jobs.builders.infrastructure.dataflow.DataFlow method)
with_id() (ads.jobs.builders.infrastructure.dataflow.DataFlow method)
with_infrastructure() (ads.jobs.ads_job.Job method)
with_instance_configuration() (ads.model.deployment.model_deployment_properties.ModelDeploymentProperties method)
,
[1]
with_job_infrastructure_type() (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob method)
with_job_type() (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob method)
with_language() (ads.jobs.builders.infrastructure.dataflow.DataFlow method)
with_log_group_id() (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob method)
with_log_id() (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob method)
with_logging_configuration() (ads.model.deployment.model_deployment_properties.ModelDeploymentProperties method)
with_logs_bucket_uri() (ads.jobs.builders.infrastructure.dataflow.DataFlow method)
with_metastore_id() (ads.jobs.builders.infrastructure.dataflow.DataFlow method)
with_name() (ads.jobs.ads_job.Job method)
with_notebook() (ads.jobs.builders.runtimes.python_runtime.NotebookRuntime method)
with_num_executors() (ads.jobs.builders.infrastructure.dataflow.DataFlow method)
with_output() (ads.jobs.builders.runtimes.python_runtime.NotebookRuntime method)
with_predict_log() (ads.model.deployment.model_deployment_properties.ModelDeploymentProperties method)
,
[1]
with_processor() (ads.text_dataset.dataset.DataLoader method)
with_project_id() (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob method)
with_prop() (ads.model.deployment.model_deployment_properties.ModelDeploymentProperties method)
,
[1]
with_runtime() (ads.jobs.ads_job.Job method)
with_script() (ads.jobs.builders.runtimes.python_runtime.ScriptRuntime method)
with_script_bucket() (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime method)
with_script_uri() (ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime method)
with_service_conda() (ads.jobs.builders.runtimes.python_runtime.CondaRuntime method)
(ads.jobs.builders.runtimes.python_runtime.DataFlowRuntime method)
with_shape_name() (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob method)
with_source() (ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime method)
(ads.jobs.builders.runtimes.python_runtime.ScriptRuntime method)
with_spark_version() (ads.jobs.builders.infrastructure.dataflow.DataFlow method)
with_subnet_id() (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob method)
with_warehouse_bucket_uri() (ads.jobs.builders.infrastructure.dataflow.DataFlow method)
with_working_dir() (ads.jobs.builders.runtimes.python_runtime.PythonRuntime method)
WORD2VEC (ads.common.model_metadata.Framework attribute)
WordProcessor (class in ads.text_dataset.extractor)
workflow_req_id (ads.model.deployment.model_deployment.ModelDeployment attribute)
workflow_state_progress (ads.model.deployment.model_deployment.ModelDeployment attribute)
workflow_steps (ads.model.deployment.model_deployment.ModelDeployment attribute)
working_dir (ads.jobs.builders.runtimes.python_runtime.PythonRuntime property)
wrap_lines() (in module ads.common.utils)
wrap_output_string() (in module ads.feature_engineering.adsstring.string)
write_parquet() (in module ads.dataset.helper)
write_score() (in module ads.common.function.fn_util)
WrongEntityFormat
WrongEntityFormatLabelIsEmpty
WrongEntityFormatLabelNotString
WrongEntityFormatLengthIsNegative
WrongEntityFormatLengthNotInteger
WrongEntityFormatOffsetIsNegative
WrongEntityFormatOffsetNotInteger
WrongHandlerMethodSignature
X
XGBOOST (ads.common.model_metadata.Framework attribute)
XgboostExtractor (class in ads.model.extractor.xgboost_extractor)
XGBoostModel (class in ads.model.framework.xgboost_model)
Y
y_pred (ads.evaluations.statistical_metrics.ModelEvaluator attribute)
y_score (ads.evaluations.statistical_metrics.ModelEvaluator attribute)
y_true (ads.evaluations.statistical_metrics.ModelEvaluator attribute)
YOLO (ads.data_labeling.constants.Formats attribute)
Z
zeros_handler() (in module ads.feature_engineering.feature_type.handler.warnings)
zfill() (ads.feature_engineering.adsstring.string.ADSString method)
zip_code (ads.feature_engineering.adsstring.common_regex_mixin.CommonRegexMixin property)
ZipCode (class in ads.feature_engineering.feature_type.zip_code)
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v: v2.6.4
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