scikit-pns 1.1.0

Principal nested spheres (PNS) analysis

scikit-pns

Principal nested spheres analysis for scikit-learn.

Usage

>>> from skpns import PNS
>>> from skpns.util import circular_data
>>> X = circular_data()
>>> X_new = PNS(n_components=2).fit_transform(X)

Installation

$ pip install scikit-pns

Documentation

The manual can be found online:

https://scikit-pns.readthedocs.io

If you want to build the document yourself, get the source code and install with [doc] dependency. Then, go to doc directory and build the document:

$ pip install .[doc]
$ cd doc
$ make html

Document will be generated in build/html directory. Open index.html to see the central page.

Developing

Installation

For development features, you must install the package by pip install -e .[dev].