MODULE REFERENCE
encoders
anomx.data.processing.encodersTime Axis Encoders
Encoders for converting time index information into features, supporting cyclic encoding, datetime attributes, integer indices, and custom callable encoders for both past and future covariates.
Public exports
Import these names directly from anomx.data.processing.encoders.
FutureCallableIndexEncoder`IntegerIndexEncoder`: Adds integer index value (position) for future covariates derived from the underlying TimeSeries' time index.
FutureCyclicEncoder`CyclicEncoder`: Cyclic encoding of future covariates datetime attributes.
FutureDatetimeAttributeEncoderDatetime attribute encoder for future covariates.
FutureIntegerIndexEncoder`IntegerIndexEncoder`: Adds integer index value (position) for future covariates derived from the underlying TimeSeries' time index.
PastCallableIndexEncoder`IntegerIndexEncoder`: Adds integer index value (position) for past covariates derived from the underlying TimeSeries' time index.
PastCyclicEncoder`CyclicEncoder`: Cyclic encoding of past covariates datetime attributes.
PastDatetimeAttributeEncoderDatetime attribute encoder for past covariates.
PastIntegerIndexEncoder`IntegerIndexEncoder`: Adds integer index value (position) for past covariates derived from the underlying TimeSeries' time index.
SequentialEncoderA `SequentialEncoder` object can store and control multiple past and future covariates encoders at once. It provides the same functionality as single encoders (`encode_train()`, `encode_inference()`, `encode_train_inference()`).