Timeseries Representations

Status: Supported family-scoped modality owner

Scope: Timeseries helper owner

Module: artifex.generative_models.modalities.timeseries.representations

Source: src/artifex/generative_models/modalities/timeseries/representations.py

Representation processors for the timeseries helper package.

Top-Level Module Exports

• TimeseriesProcessor
• FourierProcessor
• MultiScaleProcessor
• TrendDecompositionProcessor

Class APIs

TimeseriesProcessor

• process()
• reverse()

MultiScaleProcessor

• reconstruct()

TrendDecompositionProcessor

• reconstruct()