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JOSS: https://github.com/Libensemble/libensemble

Score: 22.162486914892774

Last synced: about 8 hours ago
JSON representation

Repository metadata:

A Python toolkit for coordinating asynchronous and dynamic ensembles of calculations.

Owner metadata:

GitHub Events

Total
Last Year

Committers metadata

Last synced: 1 day ago

Total Commits: 7,718
Total Committers: 22
Avg Commits per committer: 350.818
Development Distribution Score (DDS): 0.662

Commits in past year: 323
Committers in past year: 5
Avg Commits per committer in past year: 64.6
Development Distribution Score (DDS) in past year: 0.563

Name Email Commits
jlnav j****o@a****v 2609
shudson s****n@a****v 2306
Jeffrey Larson j****n@a****v 2069
David Bindel b****l@c****u 268
dependabot[bot] 4****] 211
Moses Chan m****c@u****u 58
Kaushik Kulkarni k****d@g****m 54
MaxThevenet m****t@l****v 28
Tyler Chang t****g@v****u 27
Ángel Ferran Pousa a****a@d****e 23
John-Luke Navarro j****e@a****u 15
Remi Lehe r****e@n****g 11
Nicole Neveu n****u@h****u 7
Stefan M Wild w****d@a****v 7
Axel Huebl a****l@p****a 6
Stefan M Wild w****d@m****v 6
Katrina Petroske k****s@c****v 5
Barry Smith b****h@m****v 2
Todd Munson t****n@m****v 2
Miroslav Stoyanov 3****v 2
Caleb Ju c****u@g****m 1
Katrina Petroske k****s@l****v 1

Issue and Pull Request metadata

Last synced: about 8 hours ago

Total issues: 95
Total pull requests: 833
Average time to close issues: 6 months
Average time to close pull requests: 11 days
Total issue authors: 9
Total pull request authors: 13
Average comments per issue: 1.27
Average comments per pull request: 0.9
Merged pull request: 623
Bot issues: 2
Bot pull requests: 274

Past year issues: 10
Past year pull requests: 99
Past year average time to close issues: 4 months
Past year average time to close pull requests: 13 days
Past year issue authors: 4
Past year pull request authors: 6
Past year average comments per issue: 1.4
Past year average comments per pull request: 1.07
Past year merged pull request: 54
Past year bot issues: 1
Past year bot pull requests: 37

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/Libensemble/libensemble

Top Issue Authors

  • jlnav (45)
  • shuds13 (36)
  • AngelFP (5)
  • jmlarson1 (3)
  • dependabot[bot] (2)
  • roussel-ryan (1)
  • cchall (1)
  • SergeyYakubov (1)
  • n01r (1)

Top Pull Request Authors

  • dependabot[bot] (273)
  • jlnav (256)
  • shuds13 (190)
  • jmlarson1 (94)
  • AngelFP (8)
  • wildsm (4)
  • mkstoyanov (2)
  • pre-commit-ci[bot] (1)
  • roussel-ryan (1)
  • jbytecode (1)
  • soto-raul (1)
  • danielskatz (1)
  • the-mr-dave (1)

Top Issue Labels

  • enhancement (33)
  • Release (14)
  • Platform-support (11)
  • Documentation (5)
  • Testing (5)
  • Experimental (5)
  • question (4)
  • bug (2)
  • dependencies (2)
  • help wanted (1)
  • Use-cases (1)
  • github_actions (1)
  • python (1)
  • Good first issue (1)

Top Pull Request Labels

  • dependencies (272)
  • python (158)
  • github_actions (112)
  • enhancement (21)
  • Release (12)
  • Testing (9)
  • Documentation (7)
  • Bugfix (7)
  • Platform-support (5)
  • Use-cases (3)
  • Experimental (3)

Package metadata

proxy.golang.org: github.com/libensemble/libensemble

pypi.org: libensemble

A Python toolkit for coordinating asynchronous and dynamic ensembles of calculations.

  • Homepage:
  • Documentation: https://libensemble.readthedocs.io/en/main/
  • Licenses: BSD License
  • Latest release: 1.6.1 (published 24 days ago)
  • Last Synced: 2026-08-11T23:31:36.047Z (1 day ago)
  • Versions: 33
  • Dependent Packages: 1
  • Dependent Repositories: 22
  • Downloads: 1,295 Last month
  • Docker Downloads: 133
  • Rankings:
    • Docker downloads count: 2.536%
    • Dependent repos count: 3.118%
    • Average: 7.087%
    • Dependent packages count: 7.373%
    • Forks count: 7.818%
    • Stargazers count: 9.155%
    • Downloads: 12.523%
  • Maintainers (2)
conda-forge.org: libensemble

libEnsemble is a Python library to coordinate the concurrent evaluation of dynamic ensembles of calculations. The library is developed to use massively parallel resources to accelerate the solution of design, decision, and inference problems and to expand the class of problems that can benefit from increased concurrency levels. libEnsemble aims for: Extreme scaling, Resilience/fault tolerance, Monitoring/killing jobs (and recovering resources), Portability and flexibility, Exploitation of persistent data/control flow.

  • Homepage: https://libensemble.readthedocs.io
  • Licenses: BSD-3-Clause
  • Latest release: 0.9.3 (published almost 4 years ago)
  • Last Synced: 2026-04-01T13:29:43.415Z (4 months ago)
  • Versions: 9
  • Dependent Packages: 1
  • Dependent Repositories: 2
  • Downloads: 1,773,541 Total
  • Rankings:
    • Dependent repos count: 20.04%
    • Dependent packages count: 28.909%
    • Average: 30.996%
    • Forks count: 34.545%
    • Stargazers count: 40.489%
guix: python-libensemble

Toolkit for dynamic ensembles of calculations

  • Homepage: https://github.com/Libensemble/libensemble
  • Documentation: https://git.savannah.gnu.org/cgit/guix.git/tree/gnu/packages/maths.scm#n4572
  • Licenses: bsd-3
  • Latest release: 1.4.2 (published 5 months ago)
  • Last Synced: 2026-04-27T16:59:03.936Z (4 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%

Dependencies

docs/requirements.txt pypi
  • ipykernel *
  • sphinx ==2.4.1
  • sphinxcontrib-bibtex *
install/testing_requirements.txt pypi
  • coverage ==5.5 test
  • coveralls ==3.2.0 test
  • flake8 * test
  • mock ==4.0.3 test
  • pytest ==6.2.5 test
  • pytest-cov ==2.12.1 test
  • pytest-timeout ==1.4.2 test
  • python-dateutil * test
libensemble/tests/scaling_tests/warpx/requirements.txt pypi
  • libensemble * test
  • matplotlib * test
  • nlopt * test
  • numpy * test
  • scipy * test
  • yt * test
setup.py pypi
  • numpy *
install/misc_feature_requirements.txt pypi
  • PyYAML ==6.0
  • funcx ==1.0.4
  • tomli ==2.0.1
libensemble/tests/unit_tests/setup.py pypi
.github/workflows/basic.yml actions
  • actions/cache/restore v3 composite
  • actions/cache/save v3 composite
  • actions/checkout v4 composite
  • codecov/codecov-action v3 composite
  • conda-incubator/setup-miniconda v2 composite
  • crate-ci/typos v1.16.23 composite
.github/workflows/extra.yml actions
  • actions/cache/restore v3 composite
  • actions/cache/save v3 composite
  • actions/checkout v4 composite
  • codecov/codecov-action v3 composite
  • conda-incubator/setup-miniconda v2 composite
  • crate-ci/typos v1.16.23 composite
binder/environment.yml conda
  • jupyter_contrib_nbextensions
  • libensemble
  • mpi4py
  • numpy
  • openmpi
  • openmpi-mpicc