DR Configuration

Information on how configuration classes can be used in drx can be found here

Overall

Context(**kwargs)	Interface for initializing, accessing, and setting drx context variables
DRConfig([Data, Target, Featurization, ...])	DataRobot configuration
Configurator(base)	Synthesize and apply common DR configuration patterns
MetadataConfig([project_name, ...])	DataRobot metadata and worker configuration

Data

DataConfig([smart_downsampled, ...])

Row and column selection configuration

Target

TargetConfig([AutoML, AutoTS, target, ...])	Target configuration
TargetAutoMLConfig([positive_class, ...])	AutoML additional target options
TargetAutoTSConfig([forecast_window_start, ...])	Time series target(s) configuration
TargetAggregationConfig([...])	Target aggregation configuration

Partitioning

PartitioningConfig([User, Group, DateTime, ...])	Partitioning configuration
PartitioningDateTimeConfig([...])	Date-time partitioning configuration
PartitioningDTBacktestConfig([index, ...])	Date-time backtest configuration
PartitioningGroupConfig([partition_key_cols])	Group partitioning configuration
PartitioningUserConfig([user_partition_col, ...])	User partitioning configuration

Features

FeaturesConfig([AutoTS, SAFER, ...])	Featurization configuration
FeaturesAutoTSConfig([...])	Time series featurization configuration
FeaturesTSFeatureSettingConfig([...])	Time series feature settings
FeaturesSAFERConfig([...])	SAFER configuration

Modeling

ModelingConfig([Mode, AutoML, AutoTS, ...])	Modeling configuration
ModelingModeConfig([metric, mode, ...])	Autopilot modes and metric(s)
ModelingAutoMLConfig([...])	AutoML additional modeling options
ModelingAutoTSConfig([model_splits, ...])	Time series modeling options
ModelingBiasFairnessConfig([...])	Bias and Fairness modeling options

A-Z

Context(**kwargs)	Interface for initializing, accessing, and setting drx context variables
Configurator(base)	Synthesize and apply common DR configuration patterns
DataConfig([smart_downsampled, ...])	Row and column selection configuration
DRConfig([Data, Target, Featurization, ...])	DataRobot configuration
FeaturesAutoTSConfig([...])	Time series featurization configuration
FeaturesConfig([AutoTS, SAFER, ...])	Featurization configuration
FeaturesSAFERConfig([...])	SAFER configuration
FeaturesTSFeatureSettingConfig([...])	Time series feature settings
FeaturesTSPeriodicityConfig([time_steps, ...])	Time series periodicity configuration
MetadataConfig([project_name, ...])	DataRobot metadata and worker configuration
ModelingAutoMLConfig([...])	AutoML additional modeling options
ModelingAutoTSConfig([model_splits, ...])	Time series modeling options
ModelingBiasFairnessConfig([...])	Bias and Fairness modeling options
ModelingConfig([Mode, AutoML, AutoTS, ...])	Modeling configuration
ModelingModeConfig([metric, mode, ...])	Autopilot modes and metric(s)
PartitioningConfig([User, Group, DateTime, ...])	Partitioning configuration
PartitioningDTBacktestConfig([index, ...])	Date-time backtest configuration
PartitioningDateTimeConfig([...])	Date-time partitioning configuration
PartitioningGroupConfig([partition_key_cols])	Group partitioning configuration
PartitioningUserConfig([user_partition_col, ...])	User partitioning configuration
TargetAggregationConfig([...])	Target aggregation configuration
TargetAutoMLConfig([positive_class, ...])	AutoML additional target options
TargetAutoTSConfig([forecast_window_start, ...])	Time series target(s) configuration
TargetConfig([AutoML, AutoTS, target, ...])	Target configuration