====
API
====

Data
====

Standardizer
------------
.. automodule:: proqsar.Data.Standardizer
   :members:
   :undoc-members:
   :show-inheritance:


Featurizer
----------
.. automodule:: proqsar.Data.Featurizer
   :members:
   :undoc-members:
   :show-inheritance:


Splitter
--------
.. automodule:: proqsar.Data.Splitter.data_splitter
   :members:
   :undoc-members:
   :show-inheritance:

Preprocessor
============

Data Cleaning
-------------

.. automodule:: proqsar.Preprocessor.Clean.duplicate_handler
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: proqsar.Preprocessor.Clean.low_variance_handler
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: proqsar.Preprocessor.Clean.missing_handler
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: proqsar.Preprocessor.Clean.rescaler
   :members:
   :undoc-members:
   :show-inheritance:

Outlier handling
----------------

.. automodule:: proqsar.Preprocessor.Outlier.univariate_outliers
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: proqsar.Preprocessor.Outlier.kbin_handler
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: proqsar.Preprocessor.Outlier.multivariate_outliers
   :members:
   :undoc-members:
   :show-inheritance:

Model
=====

Feature Selector
----------------

.. automodule:: proqsar.Model.FeatureSelector.feature_selector
   :members:
   :undoc-members:
   :show-inheritance:

Model Developer 
---------------

.. automodule:: proqsar.Model.ModelDeveloper.model_developer
   :members:
   :undoc-members:
   :show-inheritance:

Optimizer 
---------

.. automodule:: proqsar.Model.Optimizer.optimizer
   :members:
   :undoc-members:
   :show-inheritance:

Automation
==========

Pipeline
--------
.. automodule:: proqsar.qsar.QSAR
   :members:
   :undoc-members:
   :show-inheritance:

Inference
---------
.. automodule:: proqsar.infer.Inference
   :members:
   :undoc-members:
   :show-inheritance: