https://github.com/optuna/optuna

A hyperparameter optimization framework
https://github.com/optuna/optuna

Keywords

distributed hacktoberfest hyperparameter-optimization machine-learning parallel python

Keywords from Contributors

cupy cudnn chainer convolutional-neural-network language-model tensor reinforcement-learning jax closember rocm

Last synced: 11 months ago
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A hyperparameter optimization framework


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Committers metadata

Last synced: over 1 year ago

Total Commits: 12,819
Total Committers: 310
Avg Commits per committer: 41.352
Development Distribution Score (DDS): 0.914

Commits in past year: 1,451
Committers in past year: 73
Avg Commits per committer in past year: 19.877
Development Distribution Score (DDS) in past year: 0.756

Name Email Commits
Toshihiko Yanase t****e@g****m 1101
Takeru Ohta p****8@g****m 793
Kento Nozawa k****w@k****p 705
hvy h****i@g****m 658
Makoto Hiramatsu h****t@k****p 548
Masaki Kozuki m****4@g****m 465
c-bata c****t@c****k 448
HideakiImamura i****a@m****p 409
Contramundum c****3@o****m 392
Shinichi Hemmi 5****a 389
himkt h****t@c****m 350
xadrianzetx x****x@g****m 329
HideakiImamura g****n@g****m 310
Naoto Mizuno n****o@p****p 307
Shotaro Sano s****o@p****p 299
Takuya Akiba t****6@g****m 232
Yusuke Tsuzuku y****g@g****m 188
Hiroki Takizawa c****t@h****e 181
harupy h****0@g****m 175
ytknzw y****w@g****m 169
Crissman c****n@p****p 167
keisuke-umezawa k****a@g****m 148
Kenshin Abe a****n@g****m 139
gen740 g****o@g****m 131
PhilipMay e****o@g****m 115
bigbird555 k****x@g****p 112
wattlebirdaz_optiplex w****z@g****m 106
norihitoishida n****a@g****m 105
Shotaro Sano s****e@g****m 94
nyanhi k****m@g****m 94
and 280 more...

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Issue and Pull Request metadata

Last synced: 11 months ago

Total issues: 294
Total pull requests: 410
Average time to close issues: 7 months
Average time to close pull requests: 11 days
Total issue authors: 185
Total pull request authors: 58
Average comments per issue: 4.42
Average comments per pull request: 3.18
Merged pull request: 303
Bot issues: 0
Bot pull requests: 0

Past year issues: 154
Past year pull requests: 285
Past year average time to close issues: about 2 months
Past year average time to close pull requests: 8 days
Past year issue authors: 105
Past year pull request authors: 44
Past year average comments per issue: 1.98
Past year average comments per pull request: 2.86
Past year merged pull request: 221
Past year bot issues: 0
Past year bot pull requests: 0

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

Top Issue Authors

  • HideakiImamura (17)
  • nzw0301 (13)
  • Alnusjaponica (11)
  • hrntsm (8)
  • c-bata (7)
  • knshnb (7)
  • toshihikoyanase (6)
  • not522 (5)
  • nabenabe0928 (5)
  • contramundum53 (4)
  • ibobak (4)
  • keisuke-umezawa (4)
  • FlorinAndrei (3)
  • eukaryo (3)
  • bionicles (3)

Top Pull Request Authors

  • nabenabe0928 (56)
  • Alnusjaponica (53)
  • nzw0301 (52)
  • not522 (37)
  • eukaryo (29)
  • c-bata (26)
  • contramundum53 (22)
  • HideakiImamura (17)
  • keita-sa (13)
  • y0z (11)
  • cross32768 (10)
  • gen740 (8)
  • porink0424 (7)
  • adjeiv (6)
  • toshihikoyanase (5)

Top Issue Labels

  • feature (101)
  • bug (82)
  • stale (82)
  • contribution-welcome (49)
  • document (33)
  • needs-discussion (25)
  • question (20)
  • code-fix (20)
  • CI (9)
  • good first issue (9)
  • enhancement (6)
  • optuna.samplers (5)
  • test (4)
  • optuna.visualization (4)
  • description-checked (2)
  • optuna.testing (2)
  • optuna.integration (1)
  • optuna.study (1)
  • optuna.trial (1)
  • no-stale (1)
  • optuna.storages (1)
  • compatibility (1)

Top Pull Request Labels

  • code-fix (59)
  • optuna.integration (58)
  • document (55)
  • CI (44)
  • optuna.samplers (42)
  • feature (40)
  • optuna.visualization (39)
  • enhancement (36)
  • bug (34)
  • compatibility (31)
  • stale (27)
  • other (17)
  • optuna.storages (14)
  • optuna.trial (11)
  • test (10)
  • optuna.importance (7)
  • optuna.pruners (7)
  • optuna.testing (5)
  • installation (2)
  • sprint-20221106 (1)
  • needs-discussion (1)
  • optuna.study (1)
  • sprint-20210227 (1)

Package metadata

pypi.org: optuna

A hyperparameter optimization framework

  • Homepage:
  • Documentation: https://optuna.readthedocs.io/
  • Licenses: MIT License Copyright (c) 2018 Preferred Networks, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. == Optuna contains code that is licensed by third-party developers. == SciPy The Optuna contains the codes from SciPy project. Copyright (c) 2001-2002 Enthought, Inc. 2003-2022, SciPy Developers. 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. 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 OWNER 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. == fdlibm Copyright (C) 1993 by Sun Microsystems, Inc. All rights reserved. Developed at SunPro, a Sun Microsystems, Inc. business. Permission to use, copy, modify, and distribute this software is freely granted, provided that this notice is preserved.
  • Latest release: 3.6.1 (published about 1 year ago)
  • Last Synced: 2024-06-07T19:41:41.168Z (11 months ago)
  • Versions: 62
  • Dependent Packages: 386
  • Dependent Repositories: 2,141
  • Downloads: 2,443,617 Last month
  • Docker Downloads: 25,080,084
  • Rankings:
    • Dependent packages count: 0.076%
    • Downloads: 0.225%
    • Dependent repos count: 0.238%
    • Average: 0.309%
    • Docker downloads count: 0.697%
  • Maintainers (7)
conda-forge.org: optuna

  • Homepage: https://optuna.org/
  • Licenses: MIT
  • Latest release: 3.0.3 (published over 2 years ago)
  • Last Synced: 2024-05-28T09:03:11.504Z (12 months ago)
  • Versions: 25
  • Dependent Packages: 10
  • Dependent Repositories: 40
  • Rankings:
    • Stargazers count: 3.558%
    • Average: 5.225%
    • Dependent repos count: 5.669%
    • Forks count: 5.754%
    • Dependent packages count: 5.918%
proxy.golang.org: github.com/optuna/optuna

  • Homepage:
  • Documentation: https://pkg.go.dev/github.com/optuna/optuna#section-documentation
  • Licenses: other
  • Latest release: v3.6.1+incompatible (published about 1 year ago)
  • Last Synced: 2024-05-23T03:12:56.978Z (12 months ago)
  • Versions: 64
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Stargazers count: 0.701%
    • Forks count: 0.915%
    • Average: 5.271%
    • Dependent packages count: 8.899%
    • Dependent repos count: 10.567%

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Score: 32.066715332237