===
API
===

.. currentmodule:: chemometrics

.. automodule:: chemometrics
    :no-members:
    :no-inherited-members:

Visualisation
=============

.. currentmodule:: chemometrics

.. autosummary::
   :toctree: generated/
   :recursive:

   plot_colored_series
   plot_svd


Preprocessing
=============

.. autosummary::
   :toctree: generated/
   :template: class.rst
   :recursive:

   Emsc
   AsymWhittaker
   Whittaker


Decomposition
=============

.. autosummary::
   :toctree: generated/
   :template: class.rst
   :recursive:

   PCA
   fit_pca


Regression
=============

.. autosummary::
   :toctree: generated/
   :template: class.rst
   :recursive:

   PLSRegression
   fit_pls
   IHM
   IHMRegression


Multivariate curve resolution
=============================
.. currentmodule:: chemometrics

.. automodule:: chemometrics.mcr
    :no-members:
    :no-inherited-members:

.. currentmodule:: chemometrics

.. autosummary::
   :toctree: generated/
   :recursive:
   :template: module.rst

   mcr.McrAR
   mcr.constraint
   mcr.regressor
   mcr.metric


Artificial data generation
==========================

.. currentmodule:: chemometrics

.. autosummary::
   :toctree: generated/
   :recursive:

   generate_background
   generate_data
   generate_spectra
   pseudo_voigt_spectra