mdtools

Scripts to prepare and analyze molecular dynamics simulations

https://github.com/andthum/mdtools

Science Score: 67.0%

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
    Found 3 DOI reference(s) in README
  • Academic publication links
    Links to: acs.org, zenodo.org
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (16.2%) to scientific vocabulary

Keywords

computational-biology computational-chemistry computational-physics computational-science gplv3 materials-science mdanalysis molecular-dynamics molecular-dynamics-simulation molecular-mechanics molecular-modeling molecular-simulation python-scripts python3 science scripts-collection trajectory-analysis
Last synced: 6 months ago · JSON representation ·

Repository

Scripts to prepare and analyze molecular dynamics simulations

Basic Info
  • Host: GitHub
  • Owner: andthum
  • License: gpl-3.0
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 12.7 MB
Statistics
  • Stars: 9
  • Watchers: 2
  • Forks: 2
  • Open Issues: 7
  • Releases: 9
Topics
computational-biology computational-chemistry computational-physics computational-science gplv3 materials-science mdanalysis molecular-dynamics molecular-dynamics-simulation molecular-mechanics molecular-modeling molecular-simulation python-scripts python3 science scripts-collection trajectory-analysis
Created over 6 years ago · Last pushed 11 months ago
Metadata Files
Readme Contributing License Citation Authors

README.rst

.. Keep REAMDE.rst synchronized with index.rst (documentation)


#######
MDTools
#######

|pre-commit| |pre-commit.ci_status| |Test_Status| |CodeQL_Status|
|Documentation_Status| |License_GPLv3| |DOI| |Made_with_Python|
|Code_style_black| |Made_with_Sphinx| |Doc_style_numpy|
|Powered_by_MDAnalysis|

|MDTools_writing|

.. contents:: Site contents
    :depth: 2
    :local:


Introduction
============

MDTools is a collection of generic, ready-to-use Python_ scripts to
prepare and analyze molecular dynamics (MD) simulations, inspired by
MDAnalysis_ and the `Gromacs command-line tools`_.

The main feature of this package is therefore not the package itself,
but the Python scripts shipped along with this package in the
``scripts/`` directory.  These Python scripts are fully functional and
directly executable (provided you have installed Python_) without the
need to go into the source code.

The idea is to provide the user with a collection of scripts to prepare
and analyze MD simulations similar to the command-line tools shipped
along with Gromacs_.  For instance, the script
``scripts/dynamics/msd_serial.py`` can be used to calculate the mean
square displacement of a given selection (i.e. a user-defined group of
atoms).  Because MDTools is based on MDAnalysis_, you are not limited to
Gromacs trajectories but you can read and analyze a variety of different
`trajectory and topology formats`_.  You also benefit from MDAnalysis'
rich `selection syntax`_.


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

The complete documentation of MDTools including installation_ and usage_
instructions can be found
`here `_.


Support
=======

If you have any questions, feel free to use the `Question&Answer`_ forum
on GitHub_.  If you encounter a bug or want to request a new feature,
please open a new Issue_.


License
=======

MDTools is free software: you can redistribute it and/or modify it under
the terms of the `GNU General Public License`_ as published by the Free
Software Foundation, either version 3 of the License, or (at your
option) any later version.

MDTools is distributed in the hope that it will be useful, but
**WITHOUT ANY WARRANTY**; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
`GNU General Public License`_ for more details.


.. _Python: https://www.python.org/
.. _Gromacs command-line tools:
    https://manual.gromacs.org/documentation/current/user-guide/cmdline.html#commands-by-name
.. _Gromacs: https://manual.gromacs.org/
.. _MDAnalysis: https://www.mdanalysis.org/
.. _trajectory and topology formats:
    https://userguide.mdanalysis.org/stable/formats/index.html
.. _selection syntax:
    https://userguide.mdanalysis.org/stable/selections.html
.. _installation:
    https://mdtools.readthedocs.io/en/latest/doc_pages/general_docs/installation.html
.. _usage:
    https://mdtools.readthedocs.io/en/latest/doc_pages/general_docs/usage.html
.. _Question&Answer:
    https://github.com/andthum/mdtools/discussions/categories/q-a
.. _GitHub: https://github.com/
.. _Issue: https://github.com/andthum/mdtools/issues
.. _Developers guide:
    https://mdtools.readthedocs.io/en/latest/doc_pages/dev_guide/dev_guide.html
.. _GNU General Public License:
    https://www.gnu.org/licenses/gpl-3.0.html

.. |MDTools_writing| image:: docs/logo/mdtools_label_3900x760.png
    :width: 450 px
    :align: middle
    :alt: MDTools

.. |pre-commit| image:: https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white
    :alt: pre-commit
    :target: https://github.com/pre-commit/pre-commit
.. |pre-commit.ci_status| image:: https://results.pre-commit.ci/badge/github/andthum/mdtools/main.svg
    :alt: pre-commit.ci status
    :target: https://results.pre-commit.ci/latest/github/andthum/mdtools/main
.. |Test_Status| image:: https://github.com/andthum/mdtools/actions/workflows/tests.yml/badge.svg
    :alt: Test Status
    :target: https://github.com/andthum/mdtools/actions/workflows/tests.yml
.. |CodeQL_Status| image:: https://github.com/andthum/mdtools/actions/workflows/codeql-analysis.yml/badge.svg
    :alt: CodeQL Status
    :target: https://github.com/andthum/mdtools/actions/workflows/codeql-analysis.yml
.. |Documentation_Status| image:: https://readthedocs.org/projects/mdtools/badge/?version=latest
    :alt: Documentation Status
    :target: https://mdtools.readthedocs.io/en/latest/?badge=latest
.. |License_GPLv3| image:: https://img.shields.io/badge/License-GPLv3-blue.svg
    :alt: License GPLv3
    :target: https://www.gnu.org/licenses/gpl-3.0.html
.. |DOI| image:: https://zenodo.org/badge/DOI/10.5281/zenodo.7615177.svg
    :alt: DOI
    :target: https://doi.org/10.5281/zenodo.7615177
.. |Made_with_Python| image:: https://img.shields.io/badge/Made%20with-Python-1f425f.svg
    :alt: Made with Python
    :target: https://www.python.org/
.. |Code_style_black| image:: https://img.shields.io/badge/code%20style-black-000000.svg
    :alt: Code style black
    :target: https://github.com/psf/black
.. |Made_with_Sphinx| image:: https://img.shields.io/badge/Made%20with-Sphinx-1f425f.svg
    :alt: Made with Sphinx
    :target: https://www.sphinx-doc.org/
.. |Doc_style_numpy| image:: https://img.shields.io/badge/%20style-numpy-459db9.svg
    :alt: Style NumPy
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Owner

  • Name: Andreas Thum
  • Login: andthum
  • Kind: user
  • Location: Münster / Germany
  • Company: University of Münster

PhD Student, Molecular Dynamics

Citation (CITATION.cff)

# Citation File Format (cff).
# See https://citation-file-format.github.io/

cff-version: "1.2.0"
message: "If you use this software, please cite it using these metadata."

# Keep project metadata in sync with mdtools._metadata.py and
# AUTHORS.rst.
type: "software"
title: "MDTools"
abstract: >-
  Python scripts to prepare and analyze molecular dynamics simulations.
authors:
  - given-names: "Andreas"
    family-names: "Thum"
    alias: "andthum"
    email: "andr.thum@gmail.com"
    tel: "+49 251 83-29179"
    fax: "+49 251 83-29159"
    affiliation: "University of Münster, Institute for Physical Chemistry"
    address: "Corrensstraße 28/30"
    city: "Münster"
    post-code: 48149
    country: "DE"
    region: "North Rhine-Westphalia"
    orcid: "https://orcid.org/0000-0002-2262-8507"
  - given-names: "Len"
    family-names: "Kimms"
    alias: "ezavod"
    email: "len.kimms@uni-muenster.de"
    tel: "+49 251 83-29154"
    fax: "+49 251 83-29159"
    affiliation: "University of Münster, Institute for Physical Chemistry"
    address: "Corrensstraße 28/30"
    city: "Münster"
    post-code: 48149
    country: "DE"
    region: "North Rhine-Westphalia"
    orcid: "https://orcid.org/0000-0003-2769-923X"
contact:
  - given-names: "Andreas"
    family-names: "Thum"
    email: "andr.thum@gmail.com"
identifiers:
  - description: "The concept DOI of the software."
    type: "doi"
    value: "10.5281/zenodo.7615177"
url: "https://github.com/andthum/mdtools"
repository-code: "https://github.com/andthum/mdtools"
license: "GPL-3.0-or-later"
license-url: "https://www.gnu.org/licenses/gpl-3.0.html"
# TODO: Find a way to automatically update `commit`, `version` and
# `date-released`.
# commit: "40aea3299c1d1f15435e39c5385e7f3d25bac038"
# version: "0.0.0.dev2"
# date-released: "2021-06-26"
keywords:
  - "Scripts Collection"
  - "Python Scripts"
  - "Science"
  - "Scientific Computing"
  - "Computational Science"
  - "Computational Biology"
  - "Computational Chemistry"
  - "Computational Physics"
  - "Materials Science"
  - "Molecular Simulation"
  - "Molecular Modeling"
  - "Molecular Mechanics"
  - "Molecular Dynamics"
  - "Molecular Dynamics Simulation"
  - "Trajectory Analysis"
  - "MDAnalysis"
  - "NumPy"
  - "Python3"
  - "GPLv3"

# Keep references in sync with requirements.txt.
references:
  - type: "software"
    title: "MDAnalysis"
    abstract: >-
      MDAnalysis is a Python library to analyze molecular dynamics simulations.
    authors:
      - given-names: "Naveen"
        family-names: "Michaud-Agrawal"
      - name: "The MDAnalysis Core Developer Team"
      - name: "All Contributors to MDAnalysis"
    url: "https://www.mdanalysis.org"
    repository-code: "https://github.com/MDAnalysis/mdanalysis"
    license: "GPL-2.0-or-later"
    license-url: "https://www.gnu.org/licenses/gpl-2.0.html"
    keywords:
      - "python"
      - "science"
      - "chemistry"
      - "biophysics"
      - "molecular-dynamics"
      - "computational-chemistry"
      - "molecular-simulation"
      - "analysis"
      - "trajectory-analysis"

  - type: "proceedings"
    title: >-
      MDAnalysis: A Python Package for the Rapid Analysis of Molecular Dynamics
      Simulations
    abstract: >-
      MDAnalysis (http://mdanalysis.org) is a library for structural and
      temporal analysis of molecular dynamics (MD) simulation trajectories and
      individual protein structures. MD simulations of biological molecules
      have become an important tool to elucidate the relationship between
      molecular structure and physiological function. Simulations are performed
      with highly optimized software packages on HPC resources but most codes
      generate output trajectories in their own formats so that the development
      of new trajectory analysis algorithms is confined to specific user
      communities and widespread adoption and further development is delayed.
      MDAnalysis addresses this problem by abstracting access to the raw
      simulation data and presenting a uniform object-oriented Python interface
      to the user. It thus enables users to rapidly write code that is portable
      and immediately usable in virtually all biomolecular simulation
      communities. The user interface and modular design work equally well in
      complex scripted work flows, as foundations for other packages, and for
      interactive and rapid prototyping work in IPython / Jupyter notebooks,
      especially together with molecular visualization provided by nglview and
      time series analysis with pandas. MDAnalysis is written in Python and
      Cython and uses NumPy arrays for easy interoperability with the wider
      scientific Python ecosystem. It is widely used and forms the foundation
      for more specialized biomolecular simulation tools. MDAnalysis is
      available under the GNU General Public License v2.
    authors:
      - given-names: "Richard J."
        family-names: "Gowers"
      - given-names: "Max"
        family-names: "Linke"
      - given-names: "Jonathan"
        family-names: "Barnoud"
      - given-names: "Tyler John Edward"
        family-names: "Reddy"
      - given-names: "Manuel N."
        family-names: "Melo"
      - given-names: "Sean L."
        family-names: "Seyler"
      - given-names: "Jan"
        family-names: "Domanski"
      - given-names: "David L."
        family-names: "Dotson"
      - given-names: "Sebastien"
        family-names: "Buchoux"
      - given-names: "Ian M."
        family-names: "Kenney"
      - given-names: "Oliver"
        family-names: "Beckstein"
    editors:
      - given-names: "Sebastian"
        family-names: "Benthall"
      - given-names: "Scott"
        family-names: "Rostrup"
    conference:
      name: "Proceedings of the 15th Python in Science Conference"
      city: "Austin"
      region: "Texas"
      country: "US"
    year: 2016
    pages: 98-105
    doi: "10.25080/Majora-629e541a-00e"
    url: "https://www.osti.gov/biblio/1565806"
    keywords:
      - "software"
      - "molecular dynamics simulations"
      - "science"
      - "chemistry"
      - "physics"
      - "biology"

  - type: "article"
    title: >-
      MDAnalysis: A toolkit for the analysis of molecular dynamics simulations
    abstract: >-
      Abstract MDAnalysis is an object-oriented library for structural and
      temporal analysis of molecular dynamics (MD) simulation trajectories and
      individual protein structures. It is written in the Python language with
      some performance-critical code in C. It uses the powerful NumPy package
      to expose trajectory data as fast and efficient NumPy arrays. It has been
      tested on systems of millions of particles. Many common file formats of
      simulation packages including CHARMM, Gromacs, Amber, and NAMD and the
      Protein Data Bank format can be read and written. Atoms can be selected
      with a syntax similar to CHARMM's powerful selection commands. MDAnalysis
      enables both novice and experienced programmers to rapidly write their
      own analytical tools and access data stored in trajectories in an easily
      accessible manner that facilitates interactive explorative analysis.
      MDAnalysis has been tested on and works for most Unix-based platforms
      such as Linux and Mac OS X. It is freely available under the GNU General
      Public License from http://mdanalysis.googlecode.com.
    authors:
      - given-names: "Naveen"
        family-names: "Michaud-Agrawal"
      - given-names: "Elizabeth J."
        family-names: "Denning"
      - given-names: "Thomas B."
        family-names: "Woolf"
      - given-names: "Oliver"
        family-names: "Beckstein"
    journal: "Journal of Computational Chemistry"
    volume: 32
    number: 10
    pages: "2319-2327"
    year: 2011
    doi: "10.1002/jcc.21787"
    url: "https://onlinelibrary.wiley.com/doi/abs/10.1002/jcc.21787"
    keywords:
      - "molecular dynamics simulations"
      - "analysis"
      - "proteins"
      - "object-oriented design"
      - "software"
      - "membrane systems"
      - "Python programming language"

  - type: "software"
    title: "pyedr"
    abstract: "Reads Gromacs EDR file to populate a pandas dataframe"
    authors:
      - given-names: "Jonathan"
        family-names: "Barnoud"
      - given-names: "Manuel Nuno"
        family-names: "Melo"
      - given-names: "Max"
        family-names: "Linke"
      - given-names: "Len"
        family-names: "Kimms"
        alias: "ezavod"
        email: "len.kimms@uni-muenster.de"
        tel: "+49 251 83-29154"
        fax: "+49 251 83-29159"
        affiliation: "University of Münster, Institute for Physical Chemistry"
        address: "Corrensstraße 28/30"
        city: "Münster"
        post-code: 48149
        country: "DE"
        region: "North Rhine-Westphalia"
        orcid: "https://orcid.org/0000-0003-2769-923X"
      - given-names: "Bjarne"
        family-names: "Feddersen"
      - given-names: "Oliver"
        family-names: "Beckstein"
      - given-names: "Hugo"
        family-names: "MacDermott-Opeskin"
      - given-names: "Irfan"
        family-names: "Alibay"
    url: "https://github.com/MDAnalysis/panedr"
    repository-code: "https://github.com/MDAnalysis/panedr"
    license: "LGPL-2.1"
    license-url: "https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html"

  - type: "software"
    title: "NumPy"
    abstract: "The fundamental package for scientific computing with Python."
    authors:
      - name: "All Contributors to NumPy"
    url: "https://numpy.org"
    repository-code: "https://github.com/numpy/numpy"
    license: "BSD-3-Clause"
    license-url: "https://opensource.org/licenses/BSD-3-Clause"
    keywords:
      - "python"
      - "numpy"
      - "closember"

  - type: "article"
    title: "Array programming with NumPy"
    abstract: >-
      Array programming provides a powerful, compact and expressive syntax for
      accessing, manipulating and operating on data in vectors, matrices and
      higher-dimensional arrays. NumPy is the primary array programming library
      for the Python language. It has an essential role in research analysis
      pipelines in fields as diverse as physics, chemistry, astronomy,
      geoscience, biology, psychology, materials science, engineering, finance
      and economics. For example, in astronomy, NumPy was an important part of
      the software stack used in the discovery of gravitational waves and in
      the first imaging of a black hole. Here we review how a few fundamental
      array concepts lead to a simple and powerful programming paradigm for
      organizing, exploring and analysing scientific data. NumPy is the
      foundation upon which the scientific Python ecosystem is constructed. It
      is so pervasive that several projects, targeting audiences with
      specialized needs, have developed their own NumPy-like interfaces and
      array objects. Owing to its central position in the ecosystem, NumPy
      increasingly acts as an interoperability layer between such array
      computation libraries and, together with its application programming
      interface (API), provides a flexible framework to support the next decade
      of scientific and industrial analysis.
    authors:
      - given-names: "Charles R."
        family-names: "Harris"
      - given-names: "K. Jarrod"
        family-names: "Millman"
      - given-names: "Stéfan J."
        family-names: "van der Walt"
      - given-names: "Ralf"
        family-names: "Gommers"
      - given-names: "Pauli"
        family-names: "Virtanen"
      - given-names: "David"
        family-names: "Cournapeau"
      - given-names: "Eric"
        family-names: "Wieser"
      - given-names: "Julian"
        family-names: "Taylor"
      - given-names: "Sebastian"
        family-names: "Berg"
      - given-names: "Nathaniel J."
        family-names: "Smith"
      - given-names: "Robert"
        family-names: "Kern"
      - given-names: "Matti"
        family-names: "Picus"
      - given-names: "Stephan"
        family-names: "Hoyer"
      - given-names: "Marten H."
        family-names: "van Kerkwijk"
      - given-names: "Matthew"
        family-names: "Brett"
      - given-names: "Allan"
        family-names: "Haldane"
      - given-names: "Jaime Fernández"
        family-names: "del Río"
      - given-names: "Mark"
        family-names: "Wiebe"
      - given-names: "Pearu"
        family-names: "Peterson"
      - given-names: "Pierre"
        family-names: "Gérard-Marchant"
      - given-names: "Kevin"
        family-names: "Sheppard"
      - given-names: "Tyler"
        family-names: "Reddy"
      - given-names: "Warren"
        family-names: "Weckesser"
      - given-names: "Hameer"
        family-names: "Abbasi"
      - given-names: "Christoph"
        family-names: "Gohlke"
      - given-names: "Travis E."
        family-names: "Oliphant"
    journal: "Nature"
    volume: 585
    number: 7825
    pages: "357-362"
    year: 2020
    month: 9
    publisher:
      name: "Springer Science and Business Media LLC"
    doi: "10.1038/s41586-020-2649-2"
    url: "https://doi.org/10.1038/s41586-020-2649-2"

  - type: "software"
    title: "SciPy"
    abstract: "Fundamental algorithms for scientific computing in Python"
    authors:
      - given-names: "Ralf"
        family-names: "Gommers"
      - given-names: "Pauli"
        family-names: "Virtanen"
      - given-names: "Evgeni"
        family-names: "Burovski"
      - given-names: "Warren"
        family-names: "Weckesser"
      - given-names: "Travis E."
        family-names: "Oliphant"
      - given-names: "David"
        family-names: "Cournapeau"
      - given-names: "Matt"
        family-names: "Haberland"
      - given-names: "Tyler"
        family-names: "Reddy"
      - given-names: "Pearu"
        family-names: "Peterson"
      - given-names: "Andrew"
        family-names: "Nelson"
      - given-names: "Josh"
        family-names: "Wilson"
      - given-names: "Nikolay"
        family-names: "Mayorov"
      - given-names: "Ílhan"
        family-names: "Polat"
      - given-names: "Stéfan J."
        family-names: "van der Walt"
      - given-names: "Denis"
        family-names: "Laxalde"
      - given-names: "Matthew"
        family-names: "Brett"
      - given-names: "Eric"
        family-names: "Larson"
      - given-names: "Jarrod"
        family-names: "Millman"
      - given-names: "Pamphile"
        family-names: "Roy"
      - given-names: "Paul"
        family-names: "van Mulbregt"
      - given-names: "C J"
        family-names: "Carey"
      - given-names: "Atsushi"
        family-names: "Sakai"
      - given-names: "Eric"
        family-names: "Moore"
      - given-names: "Robert"
        family-names: "Kern"
      - name: "All Contributors to SciPy"
    identifiers:
      - description: "The concept DOI of the work."
        type: "doi"
        value: "10.5281/zenodo.595738"
    url: "https://scipy.org"
    repository-code: "https://github.com/scipy/scipy"
    license: "BSD-3-Clause"
    license-url: "https://opensource.org/licenses/BSD-3-Clause"
    keywords:
      - "python"
      - "scipy"
      - "algorithms"
      - "scientific computing"
      - "closember"

  - type: "article"
    title: >-
      SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python
    abstract: >-
      SciPy is an open-source scientific computing library for the Python
      programming language. Since its initial release in 2001, SciPy has become
      a de facto standard for leveraging scientific algorithms in Python, with
      over 600 unique code contributors, thousands of dependent packages, over
      100,000 dependent repositories and millions of downloads per year. In
      this work, we provide an overview of the capabilities and development
      practices of SciPy 1.0 and highlight some recent technical developments.
    authors:
      - given-names: "Pauli"
        family-names: "Virtanen"
      - given-names: "Ralf"
        family-names: "Gommers"
      - given-names: "Travis E."
        family-names: "Oliphant"
      - given-names: "Matt"
        family-names: "Haberland"
      - given-names: "Tyler"
        family-names: "Reddy"
      - given-names: "David"
        family-names: "Cournapeau"
      - given-names: "Evgeni"
        family-names: "Burovski"
      - given-names: "Pearu"
        family-names: "Peterson"
      - given-names: "Warren"
        family-names: "Weckesser"
      - given-names: "Jonathan"
        family-names: "Bright"
      - given-names: "Stéfan J."
        family-names: "van der Walt"
      - given-names: "Matthew"
        family-names: "Brett"
      - given-names: "Joshua"
        family-names: "Wilson"
      - given-names: "K. Jarrod"
        family-names: "Millman"
      - given-names: "Nikolay"
        family-names: "Mayorov"
      - given-names: "Andrew R. J."
        family-names: "Nelson"
      - given-names: "Eric"
        family-names: "Jones"
      - given-names: "Robert"
        family-names: "Kern"
      - given-names: "Eric"
        family-names: "Larson"
      - given-names: "C J"
        family-names: "Carey"
      - given-names: "Ílhan"
        family-names: "Polat"
      - given-names: "Yu"
        family-names: "Feng"
      - given-names: "Eric W."
        family-names: "Moore"
      - given-names: "Jake"
        family-names: "VanderPlas"
      - given-names: "Denis"
        family-names: "Laxalde"
      - given-names: "Josef"
        family-names: "Perktold"
      - given-names: "Robert"
        family-names: "Cimrman"
      - given-names: "Ian"
        family-names: "Henriksen"
      - given-names: "E. A."
        family-names: "Quintero"
      - given-names: "Charles R."
        family-names: "Harris"
      - given-names: "Anne M."
        family-names: "Archibald"
      - given-names: "Antônio H."
        family-names: "Ribeiro"
      - given-names: "Fabian"
        family-names: "Pedregosa"
      - given-names: "Paul"
        family-names: "van Mulbregt"
      - name: "SciPy 1.0 Contributors"
    journal: "Nature Methods"
    volume: 17
    number: 3
    pages: "261-272"
    year: 2020
    publisher:
      name: "Nature Publishing Group"
    doi: "10.1038/s41592-019-0686-2"
    url: "https://rdcu.be/b08Wh"

  - type: "software"
    title: "matplotlib"
    abstract: "Matplotlib: Visualization with Python"
    authors:
      - given-names: "Thomas A."
        family-names: "Caswell"
      - given-names: "Michael"
        family-names: "Droettboom"
      - given-names: "Antony"
        family-names: "Lee"
      - given-names: "Elliott Sales"
        family-names: "de Andrade"
      - given-names: "Tim"
        family-names: "Hoffmann"
      - given-names: "John D."
        family-names: "Hunter"
      - given-names: "Jody"
        family-names: "Klymak"
      - given-names: "Eric"
        family-names: "Firing"
      - given-names: "David"
        family-names: "Stansby"
      - given-names: "Nelle"
        family-names: "Varoquaux"
      - given-names: "Jens Hedegaard"
        family-names: "Nielsen"
      - given-names: "Benjamin"
        family-names: "Root"
      - given-names: "Ryan"
        family-names: "May"
      - given-names: "Phil"
        family-names: "Elson"
      - given-names: "Jouni K."
        family-names: "Seppänen"
      - given-names: "Darren"
        family-names: "Dale"
      - given-names: "Jae-Joon"
        family-names: "Lee"
      - given-names: "Damon"
        family-names: "McDougall"
      - given-names: "Andrew"
        family-names: "Straw"
      - given-names: "Paul"
        family-names: "Hobson"
      - given-names: "Christoph"
        family-names: "Gohlke"
      - given-names: "Adrien F."
        family-names: "Vincent"
      - given-names: "Tony S."
        family-names: "Yu"
      - given-names: "Eric"
        family-names: "Ma"
      - given-names: "Steven"
        family-names: "Silvester"
      - given-names: "Charlie"
        family-names: "Moad"
      - given-names: "Nikita"
        family-names: "Kniazev"
      - given-names: "Elan"
        family-names: "Ernest"
      - given-names: "Paul"
        family-names: "Ivanov"
      - name: "All Contributors to matplotlib"
    identifiers:
      - description: "The concept DOI of the work."
        type: "doi"
        value: "10.5281/zenodo.592536"
    url: "https://matplotlib.org"
    repository-code: "https://github.com/matplotlib/matplotlib"
    license: "PSF-2.0"
    license-url: "https://matplotlib.org/stable/users/project/license.html"
    keywords:
      - "python"
      - "matplotlib"
      - "plotting"
      - "tk"
      - "gtk"
      - "qt"
      - "wx"
      - "data-science"
      - "data-visualization"
      - "hacktoberfest"

  - type: "article"
    title: "Matplotlib: A 2D graphics environment"
    abstract: >-
      Matplotlib is a 2D graphics package used for Python for application
      development, interactive scripting,and publication-quality image
      generation across user interfaces and operating systems.
    authors:
      - given-names: "John D."
        family-names: "Hunter"
    journal: "Computing in Science & Engineering"
    volume: 9
    number: 3
    pages: "90-95"
    year: 2007
    publisher:
      name: "IEEE COMPUTER SOC"
    doi: "10.1109/MCSE.2007.55"

  - type: "software"
    title: "psutil"
    abstract: "Cross-platform lib for process and system monitoring in Python"
    authors:
      - given-names: "Giampaolo"
        family-names: "Rodola"
      - name: "All Contributors to psutil"
    url: "https://github.com/giampaolo/psutil"
    repository-code: "https://github.com/giampaolo/psutil"
    license: "BSD-3-Clause"
    license-url: "https://opensource.org/licenses/BSD-3-Clause"
    keywords:
      - "ps"
      - "top"
      - "kill"
      - "free"
      - "lsof"
      - "netstat"
      - "nice"
      - "tty"
      - "ionice"
      - "uptime"
      - "taskmgr"
      - "process"
      - "df"
      - "iotop"
      - "iostat"
      - "ifconfig"
      - "taskset"
      - "who"
      - "pidof"
      - "pmap"
      - "smem"
      - "pstree"
      - "monitoring"
      - "ulimit"
      - "prlimit"
      - "performance"
      - "metrics"
      - "agent"
      - "observability"

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Dependencies

.github/workflows/cff-validator.yml actions
  • actions/cache v3 composite
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/codeql-analysis.yml actions
  • actions/cache v3 composite
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
  • github/codeql-action/analyze v2 composite
  • github/codeql-action/init v2 composite
.github/workflows/pr-labeler.yml actions
  • github/issue-labeler v3.0 composite
.github/workflows/tests.yml actions
  • actions/cache v3 composite
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
docs/requirements-docs.txt pypi
  • sphinx >=5.0,<7.0
  • sphinx-rtd-theme >=1.0,<2.0
requirements-dev.txt pypi
  • bandit >=1.0,<2.0 development
  • black >=23.0,<24.0 development
  • cffconvert >=2.0,<3.0 development
  • flake8 >=6.0,<7.0 development
  • flake8-bandit >=4.0,<5.0 development
  • flake8-bugbear >=23.0,<24.0 development
  • flake8-builtins >=2.0,<3.0 development
  • flake8-comprehensions >=3.0,<4.0 development
  • flake8-docstrings >=1.0,<2.0 development
  • flake8-isort >=6.0,<7.0 development
  • flake8-logging-format >=0.1,<1.0 development
  • flake8-pytest-style >=1.0,<2.0 development
  • flake8-rst-docstrings >=0.2.6,<1.0 development
  • isort >=5.0,<6.0 development
  • pep8-naming >=0.1,<1.0 development
  • pre-commit >=3.0,<4.0 development
  • pytest >=7.0,<8.0 development
  • shellcheck-py >=0.1,<1.0 development
  • shfmt-py >=3.0,<4.0 development
requirements.txt pypi
  • MDAnalysis >=2.0,<2.1
  • importlib-resources >=2.0,<6.0
  • matplotlib >=3.3,<4.0
  • numpy >=1.15,<2.0
  • psutil >=5.0,<6.0
  • pyedr >=0.1,<1.0
  • scipy >=1.0,<2.0
.github/workflows/cff-validator-skip.yml actions
.github/workflows/tests-skip.yml actions
pyproject.toml pypi
setup.py pypi