BAT

A Bayesian Analysis Toolkit in Julia

Science Score: 85.0%

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

✓
CITATION.cff file
Found CITATION.cff file
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codemeta.json file
Found codemeta.json file
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.zenodo.json file
Found .zenodo.json file
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DOI references
Found 3 DOI reference(s) in README
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Academic publication links
Links to: zenodo.org
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Committers with academic emails
14 of 32 committers (43.8%) from academic institutions
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Institutional organization owner
Organization bat has institutional domain (www.mpp.mpg.de)
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (14.2%) to scientific vocabulary

Keywords

bayesian-inference bayesian-statistics julia machine-learning mcmc posterior prior statistics

Keywords from Contributors

pde matrix-exponential particles energy-systems ocean-modelling interpretability julialang numerics simulations networks

Last synced: 6 months ago · JSON representation ·

Repository

A Bayesian Analysis Toolkit in Julia

Basic Info

Host: GitHub
Owner: bat
License: other
Language: Julia
Default Branch: main
Homepage:
Size: 20.5 MB

Statistics

Stars: 217
Watchers: 9
Forks: 32
Open Issues: 20
Releases: 30

Topics

bayesian-inference bayesian-statistics julia machine-learning mcmc posterior prior statistics

Created almost 9 years ago · Last pushed 6 months ago

Metadata Files

Readme Changelog License Citation

README.md

Welcome to BAT, a Bayesian analysis toolkit in Julia.

BAT.jl offers a variety of posterior sampling, mode estimation and integration algorithms, supplemented by plotting recipes and I/O functionality.

BAT.jl originated as a rewrite/redesign of BAT, the Bayesian Analysis Toolkit in C++. BAT.jl now offer a different set of functionality and a wider variety of algorithms than its C++ predecessor.

Installation

To install BAT.jl, start Julia and run

julia julia> using Pkg julia> pkg"add BAT"

Note: BAT.jl requires Julia >= v1.10, we recommend to use the latest stable Julia version for optimal performance.

Documentation

Citing BAT.jl

When using BAT.jl for research, teaching or similar, please cite our work, see CITATION.bib.

Owner

Name: Bayesian analysis toolkit
Login: bat
Kind: organization
Email: bat@mpp.mpg.de

Website: https://www.mpp.mpg.de/bat/
Repositories: 24
Profile: https://github.com/bat

Citation (CITATION.bib)

@article{Schulz:2021BAT,
  author  = {Schulz, Oliver and Beaujean, Frederik and Caldwell, Allen and Grunwald, Cornelius and Hafych, Vasyl and Kr{\"o}ninger, Kevin and Cagnina, Salvatore La and R{\"o}hrig, Lars and Shtembari, Lolian},
  journal = {SN Computer Science},
  title   = {BAT.jl: A Julia-Based Tool for Bayesian Inference},
  year    = {2021},
  issn    = {2661-8907},
  month   = {Apr},
  number  = {3},
  pages   = {210},
  volume  = {2},
  day     = {12},
  doi     = {10.1007/s42979-021-00626-4},
  url     = {https://doi.org/10.1007/s42979-021-00626-4},
}

GitHub Events

Total

Fork event: 1
Create event: 36
Commit comment event: 11
Issues event: 1
Release event: 6
Watch event: 8
Delete event: 23
Member event: 1
Issue comment event: 44
Push event: 228
Pull request event: 56
Pull request review event: 4
Pull request review comment event: 5

Last Year

Fork event: 1
Create event: 36
Commit comment event: 11
Issues event: 1
Release event: 6
Watch event: 8
Delete event: 23
Member event: 1
Issue comment event: 44
Push event: 228
Pull request event: 56
Pull request review event: 4
Pull request review comment event: 5

Committers

Last synced: 9 months ago

All Time

Total Commits: 1,180
Total Committers: 32
Avg Commits per committer: 36.875
Development Distribution Score (DDS): 0.246

Past Year

Commits: 83
Committers: 6
Avg Commits per committer: 13.833
Development Distribution Score (DDS): 0.253

Top Committers

Name	Email	Commits
Oliver Schulz	o**z@m**e	890
Tobias Pielok	t**k@m**e	53
Cornelius-G	c**d@t**e	50
github-actions[bot]	4****]	33
VasylHafych	v**h@g**m	31
Scott H	s**i@t**e	27
CompatHelper Julia	c**y@j**g	21
Michael Dudkowiak	m**k@t**e	21
Lukas Hauertmann	l**t@m**e	9
jlrestrepol	3****l	6
Cedrik Laue	g**c@m**e	4
C	G	3
salv	s**a@t**e	3
dependabot[bot]	4****]	3
waldie11	8****1	3
RCS-77	r**l@s**e	2
celaue	8****e	2
Pietro Monticone	3****e	2
Marco Szalay	m**y@m**e	2
Francesca Capel	f**l@t**e	2
Frederik Beaujean	F**n@l**e	2
Benoit Pasquier	4****c	1
Felix Hagemann	h**n@m**e	1
Julia TagBot	5****t	1
Kevin Alexander Kroeninger	k**r@c**h	1
Lolian Shtembari	l**i@t**e	1
Tobias Pielok	t**k@m**e	1
Jakob Knollmüller	j**r@M**x	1
Maros Petro	5****4	1
Salvatore La Cagnina	s**a@t**e	1
and 2 more...

Committer Domains (Top 20 + Academic)

mpp.mpg.de: 5 tum.de: 4 tu-dortmund.de: 2 macbook-pro-2.fritz.box: 1 mpg.mpp.de: 1 cern.ch: 1 lmu.de: 1 schick-laupheim.de: 1 tu-dortund.de: 1 mytum.de: 1 julialang.org: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 22
Total pull requests: 172
Average time to close issues: 7 days
Average time to close pull requests: 19 days
Total issue authors: 18
Total pull request authors: 15
Average comments per issue: 6.09
Average comments per pull request: 2.1
Merged pull requests: 122
Bot issues: 0
Bot pull requests: 47

Past Year

Issues: 3
Pull requests: 47
Average time to close issues: 2 days
Average time to close pull requests: 11 days
Issue authors: 3
Pull request authors: 7
Average comments per issue: 2.0
Average comments per pull request: 1.4
Merged pull requests: 33
Bot issues: 0
Bot pull requests: 13

View more stats

Top Authors

Issue Authors

oschulz (3)
Moelf (2)
philippeller (2)
gipert (2)
takuizum (1)
JuliaTagBot (1)
ParadaCarleton (1)
atasattari (1)
athoynilimanew (1)
kangkang-Zhao (1)
lmh91 (1)
YaniBion (1)
yemsb (1)
jknollm (1)
Micki-D (1)

Pull Request Authors

oschulz (69)
github-actions[bot] (46)
Micki-D (28)
sthayashi (12)
Cornelius-G (10)
dependabot[bot] (10)
waldie11 (8)
lmh91 (3)
fhagemann (3)
philippeller (2)
Shoram444 (2)
celaue (2)
pitmonticone (1)
briochemc (1)
kalmarek (1)

Top Labels

Issue Labels

Pull Request Labels

dependencies (10) github_actions (1)

Packages

Total packages: 1
Total downloads:
- julia 42 total

Total dependent packages: 1
Total dependent repositories: 0
Total versions: 30

juliahub.com: BAT

A Bayesian Analysis Toolkit in Julia

Documentation: https://docs.juliahub.com/General/BAT/stable/
License: MIT
Latest release: 4.0.0
published 8 months ago

Versions: 30
Dependent Packages: 1
Dependent Repositories: 0
Downloads: 42 Total

Rankings

Stargazers count: 4.5%

Forks count: 5.2%

Dependent repos count: 9.9%

Average: 10.6%

Dependent packages count: 23.0%

Last synced: 6 months ago

Dependencies

.github/workflows/TagBot.yml actions

JuliaRegistries/TagBot v1 composite

.github/workflows/ci.yml actions

actions/cache v2 composite
actions/checkout v2 composite
codecov/codecov-action v1 composite
julia-actions/julia-buildpkg latest composite
julia-actions/julia-docdeploy latest composite
julia-actions/julia-processcoverage v1 composite
julia-actions/julia-runtest latest composite
julia-actions/setup-julia latest composite