PsychiatryNLPKit Documentation
================================

Computational linguistics toolkit for psychosis risk assessment and thought disorder analysis.
A scientific Python package that extracts validated linguistic metrics from clinical text,
grounded in peer-reviewed research on language markers of psychosis, formal thought disorder,
and cognitive impairment.

**Key Features**

- Seven categories of linguistic metrics (Syntax, Similarity, Perplexity, Graph, Density, Lexicon, ImageSimilarity)
- Support for English and French text
- Automatic hardware acceleration (CUDA / MPS / XPU / CPU)
- Lazy-loaded, cached computations — no redundant work across analyses
- Composable API: batch mode or individual function calls

Quick Links
-----------

.. toctree::
   :maxdepth: 2
   :caption: User Guide

   getting_started
   concepts

.. toctree::
   :maxdepth: 2
   :caption: API Reference

   api/index

Indices and tables
------------------

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`