https://github.com/bilby-dev/bilby

A unified framework for stochastic sampling packages and gravitational-wave inference in Python.

Science Score: 36.0%

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

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CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
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DOI references
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Academic publication links
✓
Committers with academic emails
82 of 98 committers (83.7%) from academic institutions
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Institutional organization owner
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (14.0%) to scientific vocabulary

Keywords

bayesian-inference

Keywords from Contributors

asimov ligo data grid (ldg) parameter estimation pe pipelines workflows nested-sampling astronomy astrophysics model-selection

Last synced: 5 months ago · JSON representation

Repository

A unified framework for stochastic sampling packages and gravitational-wave inference in Python.

Basic Info

Host: GitHub
Owner: bilby-dev
License: mit
Language: Python
Default Branch: main
Homepage: https://bilby-dev.github.io/bilby/
Size: 20 MB

Statistics

Stars: 95
Watchers: 11
Forks: 103
Open Issues: 120
Releases: 26

Topics

bayesian-inference

Created over 7 years ago · Last pushed 6 months ago

Metadata Files

Readme Changelog Contributing License Authors

README.rst

|pipeline status| |coverage report| |pypi| |conda| |version|

=====
Bilby
=====

A user-friendly Bayesian inference library.
Fulfilling all your Bayesian dreams.

Online material to help you get started:

-  `Installation instructions `__
-  `Documentation `__

If you need help, find an issue, or just have a question/suggestion you can

- Join our `Slack workspace `__ via this `invite link `__
- Ask questions (or search through other users questions and answers) on `StackOverflow `__ using the bilby tag
- Submit issues directly through `the issue tracker `__
- For chat.ligo.org users, join the `#bilby-help `__ or `#bilby-devel `__ channels
- For LVK-confidential issues, please open `a confidential issue on bilby_pipe `__

We encourage you to contribute to the development of bilby. This is done via pull request.  For
help in creating a pull request, see `this page
`__ or contact
us directly. For advice on contributing, see `the contributing guide `__.


--------------
Citation guide
--------------

Please refer to the `Acknowledging/citing bilby guide `__.

.. |pipeline status| image:: https://github.com/bilby-dev/bilby/actions/workflows/unit-tests.yml/badge.svg
   :target: https://github.com/bilby-dev/bilby/commits/master
.. |coverage report| image:: https://github.com/bilby-dev/bilby/badges/master/coverage.svg
   :target: https://lscsoft.docs.ligo.org/bilby/htmlcov/
.. |pypi| image:: https://badge.fury.io/py/bilby.svg
   :target: https://pypi.org/project/bilby/
.. |conda| image:: https://img.shields.io/conda/vn/conda-forge/bilby.svg
   :target: https://anaconda.org/conda-forge/bilby
.. |version| image:: https://img.shields.io/pypi/pyversions/bilby.svg
   :target: https://pypi.org/project/bilby/

Owner

Name: bilby-dev
Login: bilby-dev
Kind: organization

Repositories: 2
Profile: https://github.com/bilby-dev

GitHub Events

Total

Create event: 16
Release event: 25
Issues event: 78
Watch event: 35
Delete event: 13
Member event: 2
Issue comment event: 232
Push event: 108
Pull request review comment event: 183
Pull request event: 145
Pull request review event: 310
Fork event: 30

Last Year

Create event: 16
Release event: 25
Issues event: 78
Watch event: 35
Delete event: 13
Member event: 2
Issue comment event: 232
Push event: 108
Pull request review comment event: 183
Pull request event: 145
Pull request review event: 310
Fork event: 30

Committers

Last synced: 9 months ago

All Time

Total Commits: 3,835
Total Committers: 98
Avg Commits per committer: 39.133
Development Distribution Score (DDS): 0.719

Past Year

Commits: 111
Committers: 24
Avg Commits per committer: 4.625
Development Distribution Score (DDS): 0.685

Top Committers

Name	Email	Commits
MoritzThomasHuebner	e**l@m**e	1,077
Colm Talbot	c**t@l**g	1,060
Gregory Ashton	g**n@l**g	840
Matthew Pitkin	m**n@l**g	185
Moritz Huebner	m**r@l**g	75
Michael Williams	m**s@l**g	58
plasky	p**y@m**u	57
Sylvia Biscoveanu	v**b@y**m	52
Sylvia Biscoveanu	s**u@l**g	38
rhys.green	r**n@l**g	31
Soichiro Morisaki	s**i@l**g	24
RorySmith	r**h@c**u	23
Aditya Vijaykumar	v**a@g**m	22
John Veitch	j**h@l**g	17
Rhiannon Udall	r**l@l**g	14
Shanika	s**e@l**g	14
Ethan Payne	e**1@s**u	13
Bruce Edelman	b**n@l**g	12
Duncan Macleod	d**d@l**g	12
Daniel Williams	d**s@l**g	11
Nikhil Sarin	n**n@l**g	9
Marc Arene	m**e@a**r	9
Avi Vajpeyi	a**i@l**g	8
Virginia d'Emilio	v**o@l**g	8
PaulE	p**1@m**u	8
Nicola De Lillo	n**o@l**g	8
Michael Jasper Martins	j**s@a**e	8
Aditya Vijaykumar	a**r@l**g	7
Isobel Marguarethe Romero-Shaw	i**w@l**g	7
Jade Powell	j**l@l**g	6
and 68 more...

Committer Domains (Top 20 + Academic)

ligo.org: 66 caltech.edu: 3 monash.edu: 3 ldas-pcdev5.ligo.caltech.edu: 2 cardiff.ac.uk: 1 live.rhul.ac.uk: 1 mail.bnu.edu.cn: 1 students.iiserpune.ac.in: 1 unkaktus.art: 1 kenyon.edu: 1 ldas-pcdev2.ligo.caltech.edu: 1 aei.mpg.de: 1 apc.in2p3.fr: 1 student.monash.edu: 1 moritz-huebner.de: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 738
Total pull requests: 228
Average time to close issues: over 4 years
Average time to close pull requests: about 1 year
Total issue authors: 28
Total pull request authors: 26
Average comments per issue: 3.79
Average comments per pull request: 2.05
Merged pull requests: 113
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 62
Pull requests: 188
Average time to close issues: 27 days
Average time to close pull requests: 17 days
Issue authors: 28
Pull request authors: 25
Average comments per issue: 0.77
Average comments per pull request: 1.61
Merged pull requests: 110
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

bilby-bot (677)
mj-will (19)
ColmTalbot (7)
CalNaTNS (5)
fgittins (4)
jacobgolomb (2)
SSL32081 (2)
lorenzopompili00 (2)
GregoryAshton (1)
HuiTong5 (1)
Felipe-4 (1)
foocheng (1)
outs1der (1)
esanger (1)
jacopok (1)

Pull Request Authors

mj-will (62)
ColmTalbot (50)
bilby-bot (37)
GregoryAshton (12)
JasperMartins (11)
AlexandreGoettel (6)
unkaktus (6)
adivijaykumar (6)
lorenzopompili00 (6)
mick-wright (4)
transientlunatic (4)
asb5468 (2)
jacopok (2)
MattiaEmma2022 (2)
noahewolfe (2)

Top Labels

Issue Labels

bug (175) feature-request (99) good first issue (67) sampling (52) infrastructure (27) testing (22) documentation (22) priors (18) refactoring (17) user question (14) roq (13) example/tutorial (13) low priority - looking for volunteers (13) likelihood (12) high priority (11) result/output (10) <10 lines (8) ci (6) looking for volunteers (6) efficiency (6) plotting/visualisation (5) conversion (5) typo (5) detector (4) ongoing discussion (3) cosmology (2) enhancement (2) hyper (1) incident (1) plugin (1)

Pull Request Labels

bug (46) <10 lines (31) documentation (13) sampling (12) enhancement (12) priors (11) testing (11) maintenance (11) high priority (8) feature-request (7) to discuss (7) infrastructure (6) likelihood (6) refactoring (6) gitlab merge request (6) result/output (6) plotting/visualisation (6) ci (6) example/tutorial (6) release (5) 10-100 lines (5) cosmology (4) github migration (3) utility functions (2) >100 lines (2) detector (1) roq (1) good first issue (1) efficiency (1) user question (1)

Packages

Total packages: 2
Total downloads:
- pypi 13,691 last-month

Total dependent packages: 37
(may contain duplicates)
Total dependent repositories: 47
(may contain duplicates)
Total versions: 111
Total maintainers: 4

pypi.org: bilby

A user-friendly Bayesian inference library

Homepage: https://github.com/bilby-dev/bilby
Documentation: https://bilby.readthedocs.io/
License: MIT
Latest release: 2.6.0
published 7 months ago

Versions: 71
Dependent Packages: 31
Dependent Repositories: 40
Downloads: 13,691 Last month

Rankings

Dependent packages count: 0.4%

Average: 2.0%

Dependent repos count: 2.3%

Downloads: 3.2%

Maintainers (4)

bilbydev michael.j.williams Colm paul.lasky

Last synced: 6 months ago

conda-forge.org: bilby

Homepage: https://github.com/bilby-dev/bilby
License: MIT
Latest release: 1.3.0
published over 3 years ago

Versions: 40
Dependent Packages: 6
Dependent Repositories: 7

Rankings

Dependent packages count: 9.0%

Average: 11.0%

Dependent repos count: 12.9%

Last synced: 6 months ago

Dependencies

docs/requirements.txt pypi

autodoc *
html5lib ==1.0b8
nbsphinx *
numpydoc *
sphinx *
sphinx_rtd_theme *
sphinx_tabs *

optional_requirements.txt pypi

astropy *
gwpy *
lalsuite *
nflows *
plotly *
pyfftw *
scikit-learn *
tables *
theano *

requirements.txt pypi

astropy <4.3
corner *
dill *
dynesty *
emcee *
h5py *
matplotlib >=2.1
mock *
numpy *
pandas *
scipy >=1.5
tables *
tqdm *

sampler_requirements.txt pypi

cpnest >=0.9.4
dnest4 *
dynesty *
emcee *
kombine *
nessai >=0.2.3
nestle *
ptemcee *
pymc3 >=3.6
pymultinest *
ultranest >=3.0.0

gw_requirements.txt pypi

astropy >=5
gwpy *
lalsuite *
pyfftw *
scikit-learn *
tables *

mcmc_requirements.txt pypi

nflows *
scikit-learn *

pyproject.toml pypi

setup.py pypi