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
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
A hyperparameter optimization framework
- Host: GitHub
- URL: https://github.com/optuna/optuna
- Owner: optuna
- License: other
- Created: 2018-02-21T06:12:56.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2024-05-22T13:27:25.000Z (12 months ago)
- Last Synced: 2024-05-23T03:12:56.259Z (12 months ago)
- Topics: distributed, hacktoberfest, hyperparameter-optimization, machine-learning, parallel, python
- Language: Python
- Homepage: https://optuna.org
- Size: 18.3 MB
- Stars: 9,797
- Watchers: 117
- Forks: 960
- Open Issues: 95
- Releases: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
Owner metadata
- Name: optuna
- Login: optuna
- Email:
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/57251745?v=4
- Repositories: 11
- Last ynced at: 2024-05-20T15:02:56.752Z
- Profile URL: https://github.com/optuna
GitHub Events
Total
- Create event: 185
- Commit comment event: 18
- Release event: 44
- Delete event: 134
- Member event: 14
- Pull request event: 5451
- Fork event: 930
- Issues event: 2924
- Watch event: 8011
- Issue comment event: 15677
- Push event: 2457
- Gollum event: 109
- Pull request review comment event: 10302
- Pull request review event: 11159
Last Year
- Commit comment event: 6
- Create event: 30
- Delete event: 22
- Fork event: 163
- Gollum event: 1
- Issue comment event: 2155
- Issues event: 443
- Member event: 1
- Pull request event: 910
- Pull request review comment event: 1128
- Pull request review event: 1949
- Push event: 398
- Release event: 6
- Watch event: 1705
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 | 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... |
Committer domains:
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- klis.tsukuba.ac.jp: 2
- yahoo.co.jp: 2
- g.ecc.u-tokyo.ac.jp: 2
- albert2005.co.jp: 2
- nvidia.com: 2
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- 126.com: 1
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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
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
- Total packages: 3
-
Total downloads:
- pypi: 2,443,617 last-month
- Total docker downloads: 25,080,084
- Total dependent packages: 396 (may contain duplicates)
- Total dependent repositories: 2,181 (may contain duplicates)
- Total versions: 151
- Total maintainers: 7
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%
Dependencies
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Score: 32.066715332237