ADS
v2.5.10
Contents:
Overview
Quick Start Guide
Configuration
Big Data Service
Data Labeling
Data Flow
Data Transformations
Data Visualization
Feature Type
Jobs
Loading Data
Logging
Model Catalog
Model Deployment
Model Evaluation
Model Explainability
Model Serialization
Model Training
Profiling
Projects
Secrets
String
Text Extraction
Release Notes
Class Documentation
ADS
»
Index
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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.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.oracledb.oracle_db
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.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.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.dsc_job.DataScienceJob 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.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)
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)
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)
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)
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_COMMIT (ads.jobs.builders.runtimes.python_runtime.GitPythonRuntime attribute)
CONST_COMPARTMENT_ID (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
CONST_CONDA (ads.jobs.builders.runtimes.python_runtime.CondaRuntime 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_DISPLAY_NAME (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
CONST_ENTRYPOINT (ads.jobs.builders.runtimes.python_runtime.ScriptRuntime 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_JOB_INFRA (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob attribute)
CONST_JOB_TYPE (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob 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_NOTEBOOK_ENCODING (ads.jobs.builders.runtimes.python_runtime.NotebookRuntime attribute)
CONST_NOTEBOOK_PATH (ads.jobs.builders.runtimes.python_runtime.NotebookRuntime 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_SUBNET_ID (ads.jobs.builders.infrastructure.dsc_job.DataScienceJob 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_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]
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.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.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.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.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 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)
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.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.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.xgboost_model.XGBoostModel method)
(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)
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_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)
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)
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.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)
insert() (ads.oracledb.oracle_db.OracleRDBMSConnection method)
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.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
MACHINE_LEARNING (ads.common.decorator.runtime_dependency.OptionalDependency attribute)
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.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.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.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.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.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.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.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)
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.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.oracledb.oracle_db
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]
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)
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)
OracleRDBMSConnection (class in ads.oracledb.oracle_db)
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)
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)
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.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.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_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.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.model_metadata.Framework attribute)
PytorchExtractor (class in ads.model.extractor.pytorch_extractor)
PyTorchModel (class in ads.model.framework.pytorch_model)
Q
query() (ads.oracledb.oracle_db.OracleRDBMSConnection method)
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.xgboost_model.XGBoostModel method)
(ads.model.generic_model.GenericModel method)
,
[1]
remove() (ads.common.model_metadata.ModelCustomMetadata method)
,
[1]
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.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.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.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.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.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.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)
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)
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.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.model_metadata.Framework attribute)
TensorflowExtractor (class in ads.model.extractor.tensorflow_extractor)
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.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.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.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)
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_configuration() (ads.jobs.builders.infrastructure.dataflow.DataFlow method)
with_custom_conda() (ads.jobs.builders.runtimes.python_runtime.CondaRuntime 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)
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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