personalitylinmult.data
=======================

.. py:module:: personalitylinmult.data

.. autoapi-nested-parse::

   Training-data layer: the FI HDF5 artifact, its builder, and its loaders.

   This package owns everything between the feature extractors in
   :mod:`personalitylinmult.preprocess.fi` and the training loop in
   :mod:`personalitylinmult.train`:

   * :mod:`~personalitylinmult.data.schema` — the typed feature/dataset contract.
   * :mod:`~personalitylinmult.data.sources` — readers for each on-disk format.
   * :mod:`~personalitylinmult.data.builder` — the config-driven HDF5 writer.
   * :mod:`~personalitylinmult.data.dataset` — random-access reads from that HDF5.
   * :mod:`~personalitylinmult.data.collate` — batching with per-feature masks.
   * :mod:`~personalitylinmult.data.datamodule` — the Lightning ``DataModule``.

   The HDF5 file is the single training artifact and the reproducibility boundary:
   training reads it and nothing else. It is published to a public Hugging Face
   dataset repo (``make push-fi-h5``) so a run reproduces without re-extraction, and
   rebuilt from source by ``make pipeline-fi``.



Submodules
----------

.. toctree::
   :maxdepth: 1

   /autoapi/personalitylinmult/data/builder/index
   /autoapi/personalitylinmult/data/collate/index
   /autoapi/personalitylinmult/data/datamodule/index
   /autoapi/personalitylinmult/data/dataset/index
   /autoapi/personalitylinmult/data/schema/index
   /autoapi/personalitylinmult/data/sources/index