.. _changes_0_1_0:

Version 0.1
===========

Changelog
---------

Adds number of existing fuzzy rough set algorithms.

New algorithms
~~~~~~~~~~~~~~

* :class:`neighbours.FRFS`
* :class:`neighbours.FRONEC`
* :class:`neighbours.FROVOCO`
* :class:`neighbours.FRPS`

API changes
~~~~~~~~~~~
* :class:`neighbours.FRNNClassifier` replaced by :class:`neighbours.FRNN`.
* Classifiers give confidence scores; absolute class predictions can be obtained with utility functions.
* Classifiers follow construct/query pattern; scikit-learn fit/predict pattern can be obtained with utility class.
* :mod:`neighbours.owa_operators` moved to :mod:`utils.owa_operators`.
* :class:`utils.OWAOperator` no longer initialised with fixed `k`, has to be passed to method calls instead.
* :class:`utils.OWAOperator` method calls and functions in :mod:`utils.np_utils` now accept fractional and None `k`.
