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

Score: 22.2163710212196

Last synced: about 20 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: 27 days ago

Total Commits: 7,709
Total Committers: 22
Avg Commits per committer: 350.409
Development Distribution Score (DDS): 0.663

Commits in past year: 428
Committers in past year: 5
Avg Commits per committer in past year: 85.6
Development Distribution Score (DDS) in past year: 0.495

Name Email Commits
jlnav j****o@a****v 2600
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 2 months ago

Total issues: 91
Total pull requests: 797
Average time to close issues: 5 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: 0.88
Merged pull request: 601
Bot issues: 2
Bot pull requests: 263

Past year issues: 9
Past year pull requests: 124
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: 1.22
Past year average comments per pull request: 0.87
Past year merged pull request: 78
Past year bot issues: 1
Past year bot pull requests: 54

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

Top Issue Authors

  • jlnav (43)
  • shuds13 (34)
  • AngelFP (5)
  • jmlarson1 (3)
  • dependabot[bot] (2)
  • roussel-ryan (1)
  • cchall (1)
  • SergeyYakubov (1)
  • n01r (1)

Top Pull Request Authors

  • dependabot[bot] (262)
  • jlnav (232)
  • shuds13 (189)
  • 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 (32)
  • Release (14)
  • Platform-support (11)
  • Documentation (5)
  • Testing (5)
  • Experimental (4)
  • question (4)
  • bug (2)
  • dependencies (2)
  • help wanted (1)
  • Use-cases (1)
  • python (1)
  • github_actions (1)
  • Good first issue (1)

Top Pull Request Labels

  • dependencies (261)
  • python (154)
  • github_actions (105)
  • enhancement (21)
  • Release (12)
  • Testing (9)
  • Documentation (7)
  • Bugfix (7)
  • Platform-support (5)
  • Experimental (3)
  • Use-cases (3)

Package metadata

pypi.org: libensemble

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

  • Homepage:
  • Documentation: https://libensemble.readthedocs.io/en/main/
  • Licenses: BSD 3-Clause License Copyright (c) 2018-2026, UChicago Argonne, LLC and the libEnsemble Development Team All Rights Reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. 3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. ******************************************************************************** DISCLAIMER THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. ********************************************************************************
  • Latest release: 1.6.0 (published 2 months ago)
  • Last Synced: 2026-04-01T06:40:09.290Z (about 1 month ago)
  • Versions: 32
  • Dependent Packages: 1
  • Dependent Repositories: 22
  • Downloads: 970 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 over 3 years ago)
  • Last Synced: 2026-04-01T13:29:43.415Z (about 1 month 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#n4509
  • Licenses: bsd-3
  • Latest release: 1.4.2 (published 2 months ago)
  • Last Synced: 2026-04-03T05:15:03.674Z (about 1 month 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