:orphan:

.. include:: _contributors.rst

.. _changes_0_1:

What's new?
===========

Here we list a changelog of scikit-tree.

.. contents:: Contents
   :local:
   :depth: 3

.. currentmodule:: sktree

.. _current:

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

**In Development**


Changelog
---------
- |Feature| Implementation of the two-means Unsupervised Random Forest, by `Adam Li`_ (:pr:`9`)
- |Feature| Implementation of oblique Unsupervised Random Forest, by `Adam Li`_ (:pr:`11`)
- |Feature| Implementation of manifold oblique Random Forest, by `Adam Li`_ (:pr:`21`)
- |Feature| Implementation of fastBIC criterion for unsupervised tree models, by `Adam Li`_ and `Jong Shin`_ (:pr:`45`)
- |Fix| Fix a bug in Patch oblique random forest that samples outside the data boundaries and adds a user guide, by `Adam Li`_ (:pr:`61`)
- |Feature| MORF trees now can sample n-dimensional patches inside an n-dimensional structure sample and make any arbitrary axis discontinuous, by `Adam Li`_ (:pr:`63`)
- |Feature| All tree types can compute similarity and dissimilarity matrices, by `Sambit Panda`_ and `Adam Li`_ (:pr:`64`)
- |Feature| MORF trees now can normalize by feature weight per sample per feature column, by `Adam Li`_ (:pr:`67`)
- |Feature| A general-kernel MORF is now implemented where users can pass in a kernel library, by `Adam Li`_ (:pr:`70`)
- |Feature| Implementation of ObliqueDecisionTreeRegressor, PatchObliqueDecisionTreeRegressor, ObliqueRandomForestRegressor, PatchObliqueRandomForestRegressor, by `SUKI-O`_ (:pr:`72`)
- |Feature| Implementation of HonestTreeClassifier, HonestForestClassifier, by `Sambit Panda`_, `Adam Li`_, `Ronan Perry`_ and `Haoyin Xu`_ (:pr:`57`)
- |Feature| Implementation of (conditional) mutual information estimation via unsupervised tree models and added NearestNeighborsMetaEstimator by `Adam Li`_ (:pr:`83`)
- |Feature| Add multi-output support to HonestTreeClassifier, HonestForestClassifier, by `Ronan Perry`_, `Haoyin Xu`_ and `Adam Li`_ (:pr:`86`)


Code and Documentation Contributors
-----------------------------------

Thanks to everyone who has contributed to the maintenance and improvement of
the project since version inception, including:

* `Adam Li`_
* `Sambit Panda`_
* `Ronan Perry`_
* `Haoyin Xu`_
