semvec/pypi-packages huggingface dataset:
hotelling 0.5.0
Hotelling implements one and two sample Hotelling T2 tests and control charts
License: MIT license
Requires Python: >=3.6
Keywords: hotelling

Hotelling
=========

.. image:: https://img.shields.io/pypi/v/hotelling.svg
        :target: https://pypi.python.org/pypi/hotelling


Hotelling implements one and two sample Hotelling T^2 (T-squared) tests.
It also implements Hotelling Control Charts (Multivariate) and multiple
Univariate Control Charts

.. figure:: https://github.com/dionresearch/hotelling/raw/master/png/hotelling_control_chart.png
   :alt: Hotelling Control Chart

   Hotelling Control Chart

.. figure:: https://github.com/dionresearch/hotelling/raw/master/png/univariate_chart.png
   :alt: Univariate Control Chart

   Univariate Control Chart

-  Free software: MIT license
-  Documentation: https://dionresearch.github.io/hotelling/

Features
--------

-  Stats module covering hotelling t^2 (t-squared) statistics, f-value
   and p-value
-  plots module covering Univariate Control Chart and Hotelling Control
   Chart
-  with the optional `plotly` module, provides interactive charts:

.. figure:: https://github.com/dionresearch/hotelling/raw/master/png/interactive.png
   :alt: Interactive Control Chart


For this to work properly, you have to install `plotly` version 0.5 or greater. This is available from pypi, or through
the plotly channel for conda: `conda install plotly -c plotly`

Credits
-------

This package was created with
`Cookiecutter <https://github.com/audreyr/cookiecutter>`__ and the
`audreyr/cookiecutter-pypackage <https://github.com/audreyr/cookiecutter-pypackage>`__
project template.

.. |image| image:: https://img.shields.io/pypi/v/hotelling.svg
   :target: https://pypi.python.org/pypi/hotelling
.. |Documentation Status| image:: https://readthedocs.org/projects/hotelling/badge/?version=latest
   :target: https://hotelling.readthedocs.io/en/latest/?badge=latest


=======
History
=======

0.5.0 (2021-07-20)
------------------
* Dask support
* Update to latest plotly / matplotlib
* many new tests

0.4.3 (2021-03-28)
------------------
* plotly template(s) can be passed as argument
* added cusum and cusum options
* set last working matplotlib w/plotly mpl compatibility

0.4.1 (2021-03-20)
------------------
* --chart option to cli
* --output <filename} or 'stdout'  option to cli
* support for sixel display with pysixel
* improved documentation
* flake8 cleanup, automation

0.4.0 (2020-07-26)
------------------

* matplotlib as requirement
* now with optional plotly support
* keyword interactive for uni and multivariate control charts
* bugfix, handling no outliers

0.3.0 (2020-06-04)
------------------

* added multi and univariate control charts

0.2.0 (2020-06-02)
------------------

* Added one sample T-squared test

0.1.0 (2019-10-27)
------------------

* First release