semvec/pypi-packages huggingface dataset:
python-modularity-maximization 0.0.1rc4
Community detection using Newman spectral methods to maximize modularity
License: MIT
Keywords: modularity newman community-detection network-analysis clustering

Python implementation of Newman's spectral methods to maximize modularity.
==========================================================================

See:
    - Leicht, E. A., & Newman, M. E. J. (2008). Community Structure in Directed Networks. Physical Review Letters, 100(11), 118703. https://doi.org/10.1103/PhysRevLett.100.118703

    - Newman, M. E. J. (2006). Modularity and community structure in networks. Proceedings of the National Academy of Sciences of the United States of America, 103(23), 8577–82. https://doi.org/10.1073/pnas.0601602103

A quick start can be found .. _here: https://zhiyzuo.github.io/python-modularity-maximization/

All the datasets in `./data` comes from http://www-personal.umich.edu/~mejn/netdata/

Specifically, `big_10_football_directed.gml` is compiled by myself to test community detection for directed network. I combined data from http://www.sports-reference.com/cfb/conferences/big-ten/2005-schedule.html and the original `football.gml` to define the edge directions.

Change log:

- 10-20-2017
  Updated python codes to use NetworkX 2 APIs. See https://networkx.github.io/documentation/stable/release/release_2.0.html.
  Later in the day, I added a wrapper function to retrieve the largest eigenvalue and vector for 2x2 matrices since scipy.sparse.linalg.eigs do not work in that case.
django-username-tools 0.1.3
Username validation fields and utilities for Django
License: MIT
Keywords: django-username-tools

=============================
Django Username Tools
=============================

.. image:: https://travis-ci.org/poudel/django-username-tools.svg?branch=master
    :target: https://travis-ci.org/poudel/django-username-tools

.. image:: https://codecov.io/gh/poudel/django-username-tools/branch/master/graph/badge.svg
    :target: https://codecov.io/gh/poudel/django-username-tools

Username validation et cetera

Documentation
-------------

The full documentation is at https://django-username-tools.readthedocs.io.

Quickstart
----------

Install Django Username Tools::

    pip install django-username-tools

Add it to your `INSTALLED_APPS`:

.. code-block:: python

    INSTALLED_APPS = (
        ...
        'username_tools.apps.UsernameToolsConfig',
        ...
    )

Features
--------

* TODO

Running Tests
-------------

Does the code actually work?

::

    source <YOURVIRTUALENV>/bin/activate
    (myenv) $ pip install -r requirements_test.txt
    (myenv) $ python runtests.py

Credits
-------

Tools used in rendering this package:

*  Cookiecutter_
*  `cookiecutter-djangopackage`_

.. _Cookiecutter: https://github.com/audreyr/cookiecutter
.. _`cookiecutter-djangopackage`: https://github.com/pydanny/cookiecutter-djangopackage




History
-------

0.1.0 (2018-02-20)
++++++++++++++++++

* First release on PyPI.