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https://github.com/epistimio/orion

Asynchronous Distributed Hyperparameter Optimization.
https://github.com/epistimio/orion

Keywords

auto-ml deep-learning deep-neural-networks hyperparameter-optimization machine-learning research

Keywords from Contributors

optimizing-compiler tensors symbolic-computation transpiler theano term-rewriting-system aesara automatic-differentiation measur transforms

Last synced: 11 months ago
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Acceptance Criteria

Repository metadata

Asynchronous Distributed Hyperparameter Optimization.

Owner metadata

Committers metadata

Last synced: over 1 year ago

Total Commits: 3,406
Total Committers: 43
Avg Commits per committer: 79.209
Development Distribution Score (DDS): 0.619

Commits in past year: 108
Committers in past year: 12
Avg Commits per committer in past year: 9.0
Development Distribution Score (DDS) in past year: 0.426

Name Email Commits
Xavier Bouthillier x****r@u****a 1296
François Corneau-Tremblay c****0@g****m 504
Thomas Schweizer t****r@m****c 385
notoraptor s****o@g****m 269
Christos Tsirigotis t****f@g****m 213
Setepenre p****y@o****m 89
Xavier Bouthillier x****r@g****m 58
Setepenre p****r@g****m 57
donglinjy c****1@1****m 51
donglinjy d****j@c****m 48
Mirko Bronzi m****i@g****m 46
Reyhane Askari r****t@g****m 33
Arnaud Bergeron a****n@g****m 30
Simnol22 s****i@h****m 28
Olivier Breuleux b****x@g****m 27
xch x****o@c****m 26
Fabrice Normandin f****n@g****m 25
wagnersj w****e@c****m 21
Satya Ortiz-Gagne s****e@m****c 21
donglinjy m****n@g****m 20
Guillaume Alain g****n@g****m 17
Dendi Suhubdy s****d@i****a 17
bouthilx b****x 16
Hadrien Bertrand h****d@m****c 14
Michael Noukhovitch m****v@g****m 14
Pierre Delaunay p****e@d****o 12
Dmitriy Serdyuk s****y@g****m 9
Dendi Suhubdy 4****y 7
Thomas Schweizer t****h@g****m 7
Peter Henderson p****n@m****a 6
and 13 more...

Committer domains:

Issue and Pull Request metadata

Last synced: 11 months ago

Total issues: 61
Total pull requests: 67
Average time to close issues: 9 months
Average time to close pull requests: about 2 months
Total issue authors: 15
Total pull request authors: 9
Average comments per issue: 0.61
Average comments per pull request: 0.82
Merged pull request: 50
Bot issues: 0
Bot pull requests: 4

Past year issues: 8
Past year pull requests: 17
Past year average time to close issues: 6 days
Past year average time to close pull requests: 12 days
Past year issue authors: 5
Past year pull request authors: 6
Past year average comments per issue: 0.63
Past year average comments per pull request: 0.53
Past year merged pull request: 11
Past year bot issues: 0
Past year bot pull requests: 0

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

Top Issue Authors

  • bouthilx (24)
  • Delaunay (14)
  • lebrice (7)
  • notoraptor (4)
  • NeilGirdhar (2)
  • akulpillai (1)
  • Ale0x78 (1)
  • cometta (1)
  • Entodi (1)
  • fockboi-lgtm (1)
  • FrancoisPgm (1)
  • Freakston (1)
  • lpxhonneux (1)
  • mariam-jamal (1)
  • patrickmineault (1)

Top Pull Request Authors

  • notoraptor (19)
  • Delaunay (14)
  • bouthilx (12)
  • NeilGirdhar (7)
  • Simnol22 (5)
  • lebrice (5)
  • github-actions[bot] (2)
  • dependabot[bot] (2)
  • patrickmineault (1)

Top Issue Labels

  • bug (25)
  • feature (9)
  • in review (7)
  • enhancement (4)
  • documentation (3)
  • medium (3)
  • short (2)
  • low (1)
  • dashboard (1)
  • ci (1)
  • critical (1)

Top Pull Request Labels

  • ci (8)
  • bug (6)
  • feature (4)
  • enhancement (4)
  • dashboard (3)
  • automated pr (2)
  • dependencies (2)
  • documentation (1)

Package metadata

pypi.org: orion

Asynchronous [black-box] Optimization

  • Homepage: https://github.com/epistimio/orion
  • Documentation: https://orion.readthedocs.io/
  • Licenses: BSD-3-Clause
  • Latest release: 0.2.7 (published about 2 years ago)
  • Last Synced: 2024-06-04T12:24:42.069Z (11 months ago)
  • Versions: 21
  • Dependent Packages: 2
  • Dependent Repositories: 29
  • Downloads: 659 Last month
  • Rankings:
    • Dependent repos count: 2.694%
    • Dependent packages count: 3.161%
    • Stargazers count: 3.89%
    • Average: 4.58%
    • Forks count: 5.765%
    • Downloads: 7.39%
  • Maintainers (2)
proxy.golang.org: github.com/Epistimio/orion

proxy.golang.org: github.com/epistimio/orion

Dependencies

dashboard/src/package.json npm
  • @commitlint/cli 17.0.1 development
  • @commitlint/config-conventional 7.6.0 development
  • @testing-library/dom ^8.13.0 development
  • @testing-library/jest-dom ^5.16.4 development
  • @testing-library/react ^12.1.5 development
  • @testing-library/user-event ^13.5.0 development
  • jest-canvas-mock ^2.4.0 development
  • lint-staged 12.4.2 development
  • prettier 1.19.1 development
  • sass 1.52.1 development
  • wait-for-expect 3.0.2 development
  • @carbon/grid 10.43.1
  • @carbon/icons-react 10.49.0
  • axios ^0.27.2
  • bootstrap ^4.6.1
  • carbon-components ^10.57.1
  • carbon-components-react ^7.57.1
  • carbon-icons ^7.0.7
  • plotly.js ^2.12.1
  • plotly.js-cartesian-dist-min ^2.12.1
  • react 16.14.0
  • react-bootstrap ^1.6.5
  • react-dom 16.14.0
  • react-plotly.js ^2.5.1
  • react-router-dom 5.3.3
  • react-scripts 5.0.1
  • react-sizeme ^2.6.12
dashboard/src/yarn.lock npm
  • 1615 dependencies
dev-requirements.txt pypi
  • tox *
docs/requirements.txt pypi
  • dask *
  • kaleido *
  • matplotlib *
  • numpydoc *
  • plotly *
  • sphinx *
  • sphinx-autoapi *
  • sphinx_gallery *
  • sphinx_rtd_theme *
  • sphinxcontrib.httpdomain *
docs/scripts/requirements.txt pypi
  • torch *
  • torchvision *
examples/scikitlearn-iris/requirements.txt pypi
  • orion *
  • scikit-learn *
setup.py pypi
  • AppDirs *
  • PyYAML *
  • cloudpickle *
  • falcon *
  • falcon-cors *
  • filelock *
  • gitpython *
  • gunicorn *
  • joblib *
  • kaleido *
  • numpy *
  • pandas *
  • plotly *
  • psutil *
  • pymongo >=3
  • pytest >=3.0.0
  • requests *
  • scikit-learn *
  • scikit-optimize *
  • scipy *
  • tabulate *
tests/functional/gradient_descent_algo/setup.py pypi
  • orion *
tests/requirements.txt pypi
  • ptera >=1.1.0
  • pytest >=3.6.0
  • pytest-custom_exit_code *
  • pytest-lazy-fixture *
  • pytest-mock *
  • pytest-timeout *
  • pytest-xdist *
  • scikit-learn *
  • selenium *
tests/stress/requirements.txt pypi
  • matplotlib *
.github/workflows/build.yml actions
  • actions/checkout v3 composite
  • actions/setup-node v2 composite
  • actions/setup-python v3 composite
  • browser-actions/setup-firefox latest composite
  • codecov/codecov-action v3 composite
  • pypa/gh-action-pypi-publish master composite
  • supercharge/mongodb-github-action 1.8.0 composite
.github/workflows/dashboard-build.yml actions
  • actions/checkout v2 composite
  • actions/setup-node v2 composite
  • peter-evans/create-pull-request v3 composite
.github/workflows/dashboard-src-new-with-playwright.yml actions
  • actions/checkout v3 composite
  • actions/setup-node v3 composite
  • actions/setup-python v2 composite
  • supercharge/mongodb-github-action 1.8.0 composite
.github/workflows/dashboard-src.yml.deactivated actions
  • actions/checkout v2 composite
  • actions/setup-node v2 composite
  • actions/setup-python v2 composite
  • actions/upload-artifact v3 composite
  • supercharge/mongodb-github-action 1.8.0 composite
.github/workflows/release-drafter.yml actions
  • release-drafter/release-drafter v5 composite
.github/workflows/release_master_dev_resync.yml actions
  • actions/checkout v2 composite
  • peter-evans/create-pull-request v3 composite
examples/huggingface/requirements.txt pypi
  • comet-ml *
  • datasets *
  • hydra *
  • hydra-orion-sweeper *
  • transformers *
.github/workflows/orion/orion_config.yaml actions
.github/workflows/orion/orion_config_mongodb.yaml actions
src/orion/core/cli/db/setup.py pypi

Score: 16.511386148335884