greta

Score: 20.460890334915778

Last synced: about 17 hours ago
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Repository metadata:

simple and scalable statistical modelling in R

Host: GitHub
URL: https://github.com/greta-dev/greta
Owner: greta-dev
License: other
Created: 2016-11-15T00:04:26.000Z (over 9 years ago)
Default Branch: main
Last Pushed: 2026-08-06T07:18:30.000Z (8 days ago)
Last Synced: 2026-08-07T01:09:18.826Z (7 days ago)
Language: C++
Homepage: https://greta-dev.github.io/greta/
Size: 52.7 MB
Stars: 606
Watchers: 24
Forks: 66
Open Issues: 189
Metadata Files:
- Readme: README.md
- Changelog: NEWS.md
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codemeta: codemeta.json

CodeMeta metadata:

@context: https://doi.org/10.5063/schema/codemeta-2.0
@type: SoftwareSourceCode
Identifier: greta
Description: Write statistical models in R and fit them by MCMC and optimisation on 'CPUs' and 'GPUs', using Google 'TensorFlow'. 'greta' lets you write your own model like in BUGS, JAGS and Stan, except that you write models right in R, it scales well to massive datasets, and it’s easy to extend and build on. See the website for more information, including tutorials, examples, package documentation, and the 'greta' forum.
Name: greta: Simple and 'Scalable' Statistical Modelling in R
Related link: https://greta-stats.org
Code repository: https://github.com/greta-dev/greta
Issue tracker: https://github.com/greta-dev/greta/issues
License: https://spdx.org/licenses/Apache-2.0
Version: 0.5.1
Programming language:
- @type: ComputerLanguage
- Name: R
- Url: https://r-project.org
Runtime platform: R version 4.5.2 (2025-10-31)
Author:
- - @type: Person
  - Given name: Nick
  - Family name: Golding
  - Email: nick.golding.research@gmail.com
  - @id: https://orcid.org/0000-0001-8916-5570
- - @type: Person
  - Given name: Nicholas
  - Family name: Tierney
  - Email: nicholas.tierney@gmail.com
  - @id: https://orcid.org/0000-0003-1460-8722
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  - Given name: Simon
  - Family name: Dirmeier
- - @type: Person
  - Given name: Adam
  - Family name: Fleischhacker
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  - Given name: Shirin
  - Family name: Glander
- - @type: Person
  - Given name: Martin
  - Family name: Ingram
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  - Given name: Lee
  - Family name: Hazel
- - @type: Person
  - Given name: Lionel
  - Family name: Hertzog
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  - Given name: Tiphaine
  - Family name: Martin
- - @type: Person
  - Given name: Matt
  - Family name: Mulvahill
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  - Given name: Michael
  - Family name: Quinn
- - @type: Person
  - Given name: David
  - Family name: Smith
- - @type: Person
  - Given name: Paul
  - Family name: Teetor
- - @type: Person
  - Given name: Jian
  - Family name: Yen
Maintainer:
- - @type: Person
  - Given name: Nicholas
  - Family name: Tierney
  - Email: nicholas.tierney@gmail.com
  - @id: https://orcid.org/0000-0003-1460-8722
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- System requirements: Python (>= 3.7.0) with header files and shared library; TensorFlow (>= v2.0.0; https://www.tensorflow.org/); TensorFlow Probability (v0.8.0; https://www.tensorflow.org/probability/)
File size: 1534.22KB
Citation:
- - @type: ScholarlyArticle
  - Date published: 2019
  - Author:
    - - @type: Person
      - Given name: Nick
      - Family name: Golding
  - Name: {greta}: simple and scalable statistical modelling in R
  - Identifier: 10.21105/joss.01601
  - Pagination: 1601
  - @id: https://doi.org/10.21105/joss.01601
  - Same as: https://doi.org/10.21105/joss.01601
  - Is part of:
    - @type: PublicationIssue
    - Issue number: 40
    - Date published: 2019
    - Is part of:
      - @type:
        PublicationVolume
        Periodical
      - Volume number: 4
      - Name: Journal of Open Source Software
Release notes: https://github.com/greta-dev/greta/blob/main/NEWS.md
Readme: https://github.com/greta-dev/greta/blob/main/README.md
Cont integration:
- https://github.com/greta-dev/greta/actions
- https://app.codecov.io/gh/greta-dev/greta?branch=master

Owner metadata:

Name: greta-dev
Login: greta-dev
Email:
Kind: organization
Description: development of greta and extension packages
Website: https://greta-stats.org/
Location:
Twitter: greta_stats
Company:
Icon url: https://avatars.githubusercontent.com/u/31115732?v=4
Repositories: 12
Last Synced at: 2023-08-09T23:36:55.898Z
Profile URL: https://github.com/greta-dev

GitHub Events

Total

Create event: 8
Delete event: 5
Fork event: 3
Issue comment event: 52
Issues event: 67
Pull request event: 48
Push event: 50
Release event: 1
Watch event: 62
Total: 296

Last Year

Create event: 1
Delete event: 1
Issue comment event: 5
Issues event: 5
Pull request event: 3
Push event: 28
Watch event: 11
Total: 54

Committers metadata

Last synced: 1 day ago

Total Commits: 2,308
Total Committers: 21
Avg Commits per committer: 109.905
Development Distribution Score (DDS): 0.478

Commits in past year: 115
Committers in past year: 2
Avg Commits per committer in past year: 57.5
Development Distribution Score (DDS) in past year: 0.061

Name	Email	Commits
Nick Golding	g**5@g**m	1205
njtierney	n**y@g**m	955
Liz Martin	L**n@L**l	20
dirmeier	s**r@b**h	20
Jeffrey Pullin	j**n@g**m	19
jdyen	j**n@g**m	19
Michael Quinn	m**n@a**u	18
Jacob Wujciak-Jens	j**b@w**e	10
Tiphaine Martin	t**n@m**u	10
Tomasz Kalinowski	k**t@g**m	7
Shirin Glander	s**r@c**e	7
Matt	m**l@g**m	4
Martin Ingram	i**m@s**u	3
Maëlle Salmon	m**n@y**e	2
lionel68	l**g@t**e	2
Adam Fleischhacker	a**f@u**u	2
Ben Marwick	b**k@h**m	1
Edwin Thoen	e**n@g**m	1
Lorenz	l**t@i**m	1
Paul Teetor	p**r@y**m	1
Tymoteusz Wołodźko	t****o	1

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 165
Total pull requests: 121
Average time to close issues: 12 months
Average time to close pull requests: 18 days
Total issue authors: 13
Total pull request authors: 2
Average comments per issue: 0.98
Average comments per pull request: 0.26
Merged pull request: 91
Bot issues: 0
Bot pull requests: 0

Past year issues: 18
Past year pull requests: 17
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 7 days
Past year issue authors: 6
Past year pull request authors: 2
Past year average comments per issue: 0.94
Past year average comments per pull request: 0.24
Past year merged pull request: 13
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/greta-dev/greta

Top Issue Authors

njtierney (140)
goldingn (8)
hrlai (3)
geryan (2)
jeffreypullin (2)
AugustHao (2)
HenrikBengtsson (2)
yangchino1 (1)
Entze (1)
rogerssam (1)
wiligl (1)
adamhsparks (1)
BertvanderVeen (1)

Top Pull Request Authors

njtierney (120)
t-kalinowski (1)

Top Issue Labels

Up Next (20)
low hanging fruit (15)
installation (14)
impact-1 (13)
TF2-resolved (11)
TF2 (10)
cholesky (8)
bug (3)
printing (2)
documentation (1)
later (1)

Top Pull Request Labels

low hanging fruit (1)
installation (1)

Package metadata

Total packages: 2
Total downloads:
- cran: 460 last-month
Total docker downloads: 45,588
Total dependent packages: 3 (may contain duplicates)
Total dependent repositories: 15 (may contain duplicates)
Total versions: 19
Total maintainers: 1

proxy.golang.org: github.com/greta-dev/greta

Homepage:
Documentation: https://pkg.go.dev/github.com/greta-dev/greta#section-documentation
Licenses: other
Latest release: v0.6.0 (published 25 days ago)
Last Synced: 2026-08-12T04:02:40.134Z (1 day ago)
Versions: 8
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 5.459%
- Average: 5.642%
- Dependent repos count: 5.825%

cran.r-project.org: greta

Simple and 'Scalable' Statistical Modelling in R

Homepage: https://greta-dev.github.io/greta/
Documentation: http://cran.r-project.org/web/packages/greta/greta.pdf
Licenses: Apache License 2.0
Latest release: 0.6.0 (published 25 days ago)
Last Synced: 2026-08-12T04:02:42.851Z (1 day ago)
Versions: 11
Dependent Packages: 3
Dependent Repositories: 15
Downloads: 460 Last month
Docker Downloads: 45,588
Rankings:
- Docker downloads count: 0.579%
- Dependent repos count: 7.391%
- Average: 12.04%
- Dependent packages count: 13.676%
- Downloads: 26.514%
Maintainers (1)
- nicholas.tierney@gmail.com

Dependencies

.github/workflows/R-CMD-check.yaml actions

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r-lib/actions/check-r-package v2 composite
r-lib/actions/setup-pandoc v2 composite
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.github/workflows/pkgdown.yaml actions

actions/cache v2 composite
actions/checkout v2 composite
r-lib/actions/setup-pandoc v1 composite
r-lib/actions/setup-r v1 composite

.github/workflows/pr-commands.yaml actions

actions/checkout v2 composite
r-lib/actions/pr-fetch v1 composite
r-lib/actions/pr-push v1 composite
r-lib/actions/setup-r v1 composite

.github/workflows/test-coverage.yaml actions

actions/cache v2 composite
actions/checkout v2 composite
r-lib/actions/setup-pandoc v1 composite
r-lib/actions/setup-r v1 composite

.github/workflows/touchstone-comment.yaml actions

lorenzwalthert/touchstone/actions/comment v1 composite

.github/workflows/touchstone-receive.yaml actions

actions/checkout v2 composite
lorenzwalthert/touchstone/actions/receive manual-trigger composite

DESCRIPTION cran

R >= 3.1.0 depends
R6 * imports
abind * imports
callr * imports
cli >= 3.0.0 imports
coda * imports
future >= 1.22.1 imports
glue >= 1.5.1 imports
methods * imports
parallelly >= 1.29.0 imports
progress >= 1.2.0 imports
reticulate >= 1.19.0 imports
tensorflow >= 2.7.0 imports
yesno * imports
DiagrammeR * suggests
MASS * suggests
MCMCpack * suggests
bayesplot * suggests
covr * suggests
cramer * suggests
extraDistr * suggests
fields * suggests
ggplot2 * suggests
knitr * suggests
lattice * suggests
mockery * suggests
mvtnorm * suggests
rmarkdown * suggests
rmutil * suggests
spelling * suggests
testthat >= 3.1.0 suggests
tidyverse * suggests
truncdist * suggests
withr * suggests

revdep/library.noindex/greta/new/Rcpp/tinytest/testRcppPackage/DESCRIPTION cran

Rcpp * imports

.github/workflows/rhub.yaml actions

r-hub/actions/checkout v1 composite
r-hub/actions/platform-info v1 composite
r-hub/actions/run-check v1 composite
r-hub/actions/setup v1 composite
r-hub/actions/setup-deps v1 composite
r-hub/actions/setup-r v1 composite

revdep/library.noindex/greta/new/Rcpp/tinytest/testRcppInterfaceUser/DESCRIPTION cran

R >= 3.1.0 depends
Rcpp * imports

revdep/library.noindex/greta/new/future/DESCRIPTION cran

R >= 3.2.0 depends
digest * imports
globals >= 0.18.0 imports
listenv >= 0.8.0 imports
parallel * imports
parallelly >= 1.44.0 imports
utils * imports
R.rsp * suggests
RhpcBLASctl * suggests
markdown * suggests
methods * suggests

revdep/library.noindex/greta/old/greta/DESCRIPTION cran

R >= 4.1.0 depends
R6 * imports
abind * imports
callr * imports
cli >= 3.4.1 imports
coda * imports
future >= 1.22.1 imports
glue >= 1.5.1 imports
methods * imports
parallelly >= 1.29.0 imports
progress >= 1.2.0 imports
reticulate >= 1.19.0 imports
rlang * imports
tensorflow == 2.16.0 imports
tools * imports
utils * imports
whisker * imports
yesno * imports
DiagrammeR * suggests
DiagrammeRsvg * suggests
MASS * suggests
MCMCpack * suggests
bayesplot * suggests
covr * suggests
cramer * suggests
dplyr * suggests
extraDistr * suggests
fields * suggests
ggplot2 * suggests
knitr * suggests
lattice * suggests
mockery * suggests
mvtnorm * suggests
purrr * suggests
rmarkdown * suggests
rmutil * suggests
rstudioapi * suggests
rsvg * suggests
spelling * suggests
testthat >= 3.1.0 suggests
tibble * suggests
tidyr * suggests
truncdist * suggests
withr * suggests

revdep/library.noindex/greta/new/Rcpp/DESCRIPTION cran

methods * imports
utils * imports
inline * suggests
pkgKitten >= 0.1.2 suggests
rbenchmark * suggests
tinytest * suggests

revdep/library.noindex/greta/new/Rcpp/tinytest/testRcppClass/DESCRIPTION cran

R >= 2.15.0 depends
Rcpp >= 0.8.5 imports
methods * imports

.github/workflows/install-check.yaml actions

actions/checkout v4 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

revdep/library.noindex/greta/new/Rcpp/tinytest/testRcppAttributePackage/DESCRIPTION cran

Rcpp >= 1.0.7 imports

revdep/library.noindex/greta/new/Rcpp/tinytest/testRcppInterfaceExporter/DESCRIPTION cran

R >= 3.1.0 depends
Rcpp * imports

revdep/library.noindex/greta/new/Rcpp/tinytest/testRcppModule/DESCRIPTION cran

Rcpp >= 0.8.5 depends
methods * depends

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Summary