api_index.md

API Reference

This section provides detailed API documentation extracted directly from the codebase.

kdp.processor

• CallableDict
• FeatureSelectionPlacementOptions
• OutputModeOptions
• PreprocessingModel
• SplitLayer
• TabularAttentionPlacementOptions
• TransformerBlockPlacementOptions

kdp.dynamic_pipeline

• DynamicPreprocessingPipeline

kdp.features

• CategoricalFeature
• CategoryEncodingOptions
• CrossFeatureOutputOptions
• DateFeature
• Feature
• FeatureSpaceConverter
• FeatureType
• NumericalFeature
• PassthroughFeature
• TextFeature
• TextVectorizerOutputOptions
• TimeSeriesFeature

kdp.stats

• CategoricalAccumulator
• DatasetStatistics
• DateAccumulator
• TextAccumulator
• WelfordAccumulator

kdp.auto_config

kdp.model_advisor

• ModelAdvisor

kdp.moe

• ExpertBlock
• FeatureMoE
• PadFeatureLayer
• PerFeatureDense
• StackFeaturesLayer
• UnstackLayer

kdp.pipeline

• FeaturePreprocessor
• Pipeline
• ProcessingStep

kdp.layers_factory

• PreprocessorLayerFactory

kdp.inference.base

• InferenceFormatter

kdp.time_series.inference

• TimeSeriesInferenceFormatter

kdp.layers.cast_to_float

• CastToFloat32Layer

kdp.layers.date_encoding_layer

• DateEncodingLayer

kdp.layers.date_parsing_layer

• DateParsingLayer

kdp.layers.distribution_aware_encoder_layer

• DistributionAwareEncoder
• DistributionType

kdp.layers.distribution_transform_layer

• DistributionTransformLayer

kdp.layers.gated_linear_unit_layer

• GatedLinearUnit

kdp.layers.gated_residual_network_layer

• GatedResidualNetwork

kdp.layers.global_numerical_embedding_layer

• GlobalNumericalEmbedding

kdp.layers.multi_resolution_tabular_attention_layer

• MultiResolutionTabularAttention

kdp.layers.numerical_embedding_layer

• NumericalEmbedding

kdp.layers.preserve_dtype

• PreserveDtypeLayer

kdp.layers.season_layer

• SeasonLayer

kdp.layers.tabular_attention_layer

• TabularAttention

kdp.layers.text_preprocessing_layer

• TextPreprocessingLayer

kdp.layers.time_series.auto_lag_selection_layer

• AutoLagSelectionLayer

kdp.layers.time_series.calendar_feature_layer

• CalendarFeatureLayer

kdp.layers.time_series.differencing_layer

• DifferencingLayer

kdp.layers.time_series.fft_feature_layer

• FFTFeatureLayer

kdp.layers.time_series.lag_feature_layer

• LagFeatureLayer

kdp.layers.time_series.missing_value_handler_layer

• MissingValueHandlerLayer

kdp.layers.time_series.moving_average_layer

• MovingAverageLayer

kdp.layers.time_series.rolling_stats_layer

• RollingStatsLayer

kdp.layers.time_series.seasonal_decomposition_layer

• SeasonalDecompositionLayer

kdp.layers.time_series.tsfresh_feature_layer

• TSFreshFeatureLayer

kdp.layers.time_series.wavelet_transform_layer

• WaveletTransformLayer

kdp.layers.transformer_block_layer

• TransformerBlock

kdp.layers.variable_selection_layer

• VariableSelection