habit.pipeline: compose subject / table pipelines

Pipelines: subject-level and table-level component composition.

User guide: Habitat domain API · Python API guide (v2.0). Execution backends: Execution backends.

PoolMarker is the subject↔cohort watershed (pool stage). TablePipeline is the tabular-ML composer; see Tabular ML (bookmark).

Classes

SubjectPipeline

The subject-level chain composed into a single callable.

TablePipeline

Fitted preprocessing/selection chain plus model over feature tables.

PoolMarker

Marker component that declares the subject→cohort fan-in watershed.

PooledUnits

The fan-in product: one cohort matrix plus its subject index.

PoolingRegistry

Name-to-implementation registry for dataflow pooling markers.

Functions

voxel_units

Wrap a voxel feature field as single-voxel clustering units.

fan_in

Merge per-subject clustering units into one indexed cohort matrix.