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majortrack

A time-resolved clustering method

https://github.com/t4d-gmbh/majortrack

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (5.9%) to scientific vocabulary

Keywords

clustering dynamic-community-detection evolutionary-clustering machine-learning-algorithms window-graphs
Last synced: 6 months ago · JSON representation ·

Repository

A time-resolved clustering method

Basic Info
  • Host: GitHub
  • Owner: t4d-gmbh
  • License: gpl-3.0
  • Language: Python
  • Default Branch: master
  • Homepage: https://majortrack.rtfd.io
  • Size: 483 KB
Statistics
  • Stars: 21
  • Watchers: 4
  • Forks: 4
  • Open Issues: 1
  • Releases: 2
Topics
clustering dynamic-community-detection evolutionary-clustering machine-learning-algorithms window-graphs
Created almost 7 years ago · Last pushed almost 4 years ago
Metadata Files
Readme Funding License Citation

README.rst 

MajorTrack
==========

.. image:: https://zenodo.org/badge/184266412.svg
   :target: https://zenodo.org/badge/latestdoi/184266412

Dynamic community detection method tracking persistent but transiently
discontinuous communities in time window graphs.

.. inclusion-p1

Synthetic example
=================


Effect of the history parameter
-------------------------------

.. exclusion-p1


.. figure:: docs/_static/history.png


The script generating this figure can be found `here`_.

.. _here: examples/history.py

.. inclusion-p2

Installation
=============

You can get the latest version with

.. code-block:: console

    pip install --upgrade git+https://github.com/j-i-l/majortrack.git

.. exclusion-p2

Documentation
==============

http://majortrack.rtfd.io/

Owner

  • Name: T4D GmbH
  • Login: t4d-gmbh
  • Kind: organization
  • Location: Switzerland

Providing researcher with open source tools for digital endeavors

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Liechti"
  given-names: "Jonas"
  orcid: "https://orcid.org/0000-0003-3447-3060"
title: "MajorTrack: A time-resolved clustering method"
version: 1.0.0
doi: 10.5281/zenodo.3763119
date-released: 2020-04-23
url: "https://github.com/j-i-l/MajorTrack"
# preferred-citation:
#   type: article
#   authors:
#   - family-names: "Liechti"
#     given-names: "Jonas"
#     orcid: "https://orcid.org/0000-0003-3447-3060"
#   - family-names: "Bonhoeffer"
#     given-names: "Sebastian"
#     orcid: "https://orcid.org/0000-0001-8052-3925"
#   eprint: "1912.04261"
#   archivePrefix: "arXiv"
#   journal: "arxiv.org"
#   month: 2
#   title: "A time resolved clustering method revealing longterm structures and their short-term internal dynamics"
#   year: 2020

GitHub Events

Total
  • Watch event: 2
  • Member event: 1
  • Pull request event: 1
  • Fork event: 1
Last Year
  • Watch event: 2
  • Member event: 1
  • Pull request event: 1
  • Fork event: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 3
  • Total pull requests: 5
  • Average time to close issues: 12 minutes
  • Average time to close pull requests: 2 minutes
  • Total issue authors: 1
  • Total pull request authors: 2
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 3
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • j-i-l (3)
Pull Request Authors
  • j-i-l (3)
  • apascualgarcia (2)
Top Labels
Issue Labels
bug (2) enhancement (1)
Pull Request Labels
bug (1)

Dependencies

docs/requirements.txt pypi
  • sphinxcontrib-bibtex ==1.0.0
setup.py pypi
  • colorsequence *
  • matplotlib *
  • pyalluv *