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kafe2

Karlsruhe Fit Environment 2: a Python package for parameter estimation

https://github.com/philfitters/kafe2

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
  • ✓
    Committers with academic emails
    7 of 16 committers (43.8%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (15.1%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Karlsruhe Fit Environment 2: a Python package for parameter estimation

Basic Info
  • Host: GitHub
  • Owner: PhiLFitters
  • License: gpl-3.0
  • Language: Python
  • Default Branch: master
  • Size: 7.23 MB
Statistics
  • Stars: 22
  • Watchers: 6
  • Forks: 13
  • Open Issues: 33
  • Releases: 35
Created almost 9 years ago · Last pushed 7 months ago
Metadata Files
Readme License Citation

README.rst 

.. -*- mode: rst -*-

*************************************
kafe2 - Karlsruhe Fit Environment 2
*************************************
.. image:: https://badge.fury.io/py/kafe2.svg
    :target: https://badge.fury.io/py/kafe2

.. image:: https://readthedocs.org/projects/kafe2/badge/?version=latest
    :target: https://kafe2.readthedocs.io/en/latest/?badge=latest
    :alt: Documentation Status


*kafe2* is an open-source Python package for the likelihood-based estimation of model parameters
from measured data.
As the spiritual successor to the original *kafe* package it aims to provide
state-of-the-art statistical methods in a way that is still easy to use.
More information `here `__.

If you have installed pip just run

.. code-block:: bash

    pip install kafe2

to install the latest stable version and you're (mostly) ready to go.
The Python package *iminuit* which *kafe2* uses internally for numerical optimization
`may fail to be installed automatically if no C++ compiler is available on your system
`__ .
While *iminuit* is strictly speaking not required its use is heavily recommended.
**Make sure to read the pip installation log.**
As of *kafe2* v2.4.0 only Python 3 is supported.
*kafe2* works with matplotlib version 3.4 and newer.

The documentation under `kafe2.readthedocs.io `__
has more detailed installation instructions.
It also explains *kafe2* usage as well as the mathematical foundations upon which *kafe2* is built.

If you prefer a more practical approach you can instead look at the various
`examples `__.
In addition to the regular Python/kafe2go files there are also Jupyter notebook
tutorials (in English and in German) that mostly cover the same topics.

If you encounter any bugs or have an improvement proposal, please let us
know by opening an issue `here `__.

Owner

  • Name: PhiLFitters
  • Login: PhiLFitters
  • Kind: organization

Citation (CITATION.cff) 

cff-version: 1.2.0
title: kafe2
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Johannes
    family-names: Gäßler
  - given-names: Günter
    family-names: Quast
    orcid: 'https://orcid.org/0000-0002-4021-4260'
  - given-names: Daniel
    orcid: 'https://orcid.org/0000-0001-6794-7475'
    family-names: Savoiu
  - given-names: Cedric
    family-names: Verstege
    orcid: 'https://orcid.org/0000-0002-2816-7713'
identifiers:
  - type: doi
    value: 10.48550/arXiv.2210.12768
    description: >-
      kafe2 -- a Modern Tool for Model Fitting in Physics
      Lab Courses
  - type: doi
    value: 10.5281/zenodo.7086793
    description: Zenodo
repository-code: 'https://github.com/PhiLFitters/kafe2'
url: 'https://kafe2.readthedocs.io'
license: GPL-3.0

GitHub Events

Total
  • Create event: 3
  • Commit comment event: 1
  • Release event: 3
  • Issues event: 7
  • Watch event: 4
  • Issue comment event: 11
  • Push event: 22
  • Pull request review comment event: 9
  • Pull request review event: 10
  • Pull request event: 3
  • Fork event: 1
Last Year
  • Create event: 3
  • Commit comment event: 1
  • Release event: 3
  • Issues event: 7
  • Watch event: 4
  • Issue comment event: 11
  • Push event: 22
  • Pull request review comment event: 9
  • Pull request review event: 10
  • Pull request event: 3
  • Fork event: 1

Committers

Last synced: about 2 years ago

All Time
  • Total Commits: 999
  • Total Committers: 16
  • Avg Commits per committer: 62.438
  • Development Distribution Score (DDS): 0.676
Past Year
  • Commits: 78
  • Committers: 10
  • Avg Commits per committer: 7.8
  • Development Distribution Score (DDS): 0.551
Top Committers
Name Email Commits
JohannesGaessler j****g@5****e 324
Daniel Savoiu d****u@c****h 232
Cedric Verstege c****e@s****u 204
JohannesGaessler j****g@b****g 87
Johannes Gäßler u****n@s****u 66
Michael Hohenstein m****l@h****n 35
Ronja Zimmermann r****a@z****e 10
johannes j****s@j****0 9
Cedric Verstege c****e@c****h 8
Johannes Gäßler J****r 6
GuenterQuast G****t@o****e 6
Guenter Quast g****t@o****e 5
Cedric Verstege c****e@k****u 4
Alexander Kaschta a****a@t****e 1
Guenter Quast g****t@k****u 1
Johannes Gaessler j****r@c****h 1
Committer Domains (Top 20 + Academic)
cern.ch: 3 kit.edu: 2 online.de: 2 student.kit.edu: 2 t-online.de: 1 zim-tec.de: 1 hohenste.in: 1 balance.gg: 1 5d6.de: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 106
  • Total pull requests: 25
  • Average time to close issues: 11 months
  • Average time to close pull requests: 4 months
  • Total issue authors: 15
  • Total pull request authors: 8
  • Average comments per issue: 1.49
  • Average comments per pull request: 1.8
  • Merged pull requests: 16
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 4
  • Pull requests: 3
  • Average time to close issues: 30 days
  • Average time to close pull requests: about 2 hours
  • Issue authors: 3
  • Pull request authors: 2
  • Average comments per issue: 1.75
  • Average comments per pull request: 1.33
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • JohannesGaessler (46)
  • cverstege (24)
  • GuenterQuast (17)
  • a-monsch (5)
  • Quizznor (1)
  • Zeh-Marschke (1)
  • Xezarior (1)
  • pb-programmer (1)
  • ralfulrich (1)
  • harrypuuter (1)
  • JonasEppelt (1)
  • pasbi (1)
  • wuerfelfreak (1)
  • MitchiLaser (1)
  • AlexanderKaschta (1)
Pull Request Authors
  • MitchiLaser (13)
  • cverstege (4)
  • JohannesGaessler (4)
  • TimLdl (2)
  • Quizznor (1)
  • GuenterQuast (1)
  • Kafetante (1)
  • AlexanderKaschta (1)
Top Labels
Issue Labels
bug (38) feature request (26) enhancement (18) documentation (7) Maintenance (4) kafe2go (1) wontfix (1) help wanted (1) duplicate (1)
Pull Request Labels
documentation (1) Maintenance (1)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 247,171 last-month
  • Total dependent packages: 1
  • Total dependent repositories: 2
  • Total versions: 35
  • Total maintainers: 2
pypi.org: kafe2

Karlsruhe Fit Environment 2: a package for fitting and elementary data analysis

  • Versions: 35
  • Dependent Packages: 1
  • Dependent Repositories: 2
  • Downloads: 247,171 Last month
  • Docker Downloads: 0
Rankings
Docker downloads count: 4.3%
Dependent packages count: 4.8%
Downloads: 8.7%
Average: 9.2%
Forks count: 10.2%
Dependent repos count: 11.5%
Stargazers count: 15.6%
Maintainers (2)
dsavoiu cverstege
Last synced: 7 months ago

Dependencies

doc/src/requirements.txt pypi
  • PyYaml *
  • funcsigs *
  • sphinx_bootstrap_theme *
setup.py pypi
  • NumPy *
  • Numdifftools *
  • PyYaml *
  • Scipy *
  • funcsigs *
  • matplotlib *
  • six *
  • tabulate *
.github/workflows/pythonpublish.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/pythonpublish_manual.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite