https://github.com/polyaxon/hypertune
A library for performing hyperparameter optimization
Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (7.4%) to scientific vocabulary
Keywords
data-science
deep-learning
hyperparameter-optimization
hyperparameter-tuning
machine-learning
mlops
numpy
scikit-learn
workflow
Keywords from Contributors
notebook
caffe
pipelines
keras
jupyterlab
mxnet
reinforcement-learning
distribution
deep-neural-networks
closember
Last synced: 5 months ago
·
JSON representation
Repository
A library for performing hyperparameter optimization
Basic Info
- Host: GitHub
- Owner: polyaxon
- License: apache-2.0
- Language: Python
- Default Branch: master
- Homepage: https://docs.polyaxon.com/
- Size: 118 MB
Statistics
- Stars: 63
- Watchers: 3
- Forks: 9
- Open Issues: 0
- Releases: 0
Topics
data-science
deep-learning
hyperparameter-optimization
hyperparameter-tuning
machine-learning
mlops
numpy
scikit-learn
workflow
Created about 7 years ago
· Last pushed 10 months ago
Metadata Files
Readme
Contributing
License
Code of conduct
README.md
hypertune
A library for performing hyperparameter optimization.
Install
bash
pip install polyaxon hypertune
Owner
- Name: polyaxon
- Login: polyaxon
- Kind: organization
- Email: contact@polyaxon.com
- Location: Germany
- Website: https://polyaxon.com
- Twitter: polyaxonAI
- Repositories: 43
- Profile: https://github.com/polyaxon
A platform for reproducible and scalable machine learning and deep learning
GitHub Events
Total
- Watch event: 1
- Push event: 7
- Create event: 2
Last Year
- Watch event: 1
- Push event: 7
- Create event: 2
Committers
Last synced: 9 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| mouradmourafiq | m****q@g****m | 8,626 |
| polyaxon-team | c****t@p****m | 267 |
| polyaxon-ci | ci@p****m | 249 |
| Mourad | m****q | 75 |
| gzc | z****o@l****m | 52 |
| dependabot[bot] | 4****] | 47 |
| Lukas Geiger | l****4@g****m | 29 |
| vfdev | v****5@g****m | 25 |
| José Vidal | j****n@g****m | 17 |
| William Buchwalter | w****r@g****m | 13 |
| pyup-bot | g****t@p****o | 12 |
| Rinat Shigapov | r****v@g****m | 12 |
| Anton Friberg | A****g | 7 |
| Ryan Armstrong | r****g@o****m | 7 |
| Yu ISHIKAWA | y****a@g****m | 6 |
| Shotaro Kohama | k****8@g****m | 5 |
| Ricardo Barros | r****s@h****m | 5 |
| Denis Oliveira | d****c@g****m | 5 |
| j-kohn | 4****n | 4 |
| Nathan DeMaria | n****a@g****m | 4 |
| Axel Perschmann | a****n@g****m | 4 |
| Ashton Sidhu | a****4@g****m | 4 |
| Ed Shelton | ed@b****i | 4 |
| claytantor | c****r@g****m | 3 |
| Natalie Prange | f****h@g****m | 3 |
| Yaser Martinez Palenzuela | y****z@g****m | 3 |
| Toubi | a****t@s****m | 3 |
| Tom Forbes | t****m@t****s | 3 |
| Timo Rohner | 3****r | 3 |
| Siddharth Gupta | s****d@g****i | 3 |
| and 66 more... | ||
Committer Domains (Top 20 + Academic)
polyaxon.com: 2
linkdoc.com: 1
pyup.io: 1
overstock.com: 1
benevolent.ai: 1
sicara.com: 1
tomforb.es: 1
granular.ai: 1
geekbox.info: 1
student.hpi.de: 1
innoq.com: 1
zuehlke.com: 1
lightricks.com: 1
vaerek.net: 1
retresco.de: 1
gmx.de: 1
evolved.io: 1
ensta.org: 1
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 0
- Total pull requests: 11
- Average time to close issues: N/A
- Average time to close pull requests: 10 months
- Total issue authors: 0
- Total pull request authors: 6
- Average comments per issue: 0
- Average comments per pull request: 1.82
- Merged pull requests: 7
- Bot issues: 0
- Bot pull requests: 4
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
Pull Request Authors
- dependabot-preview[bot] (4)
- AntonFriberg (3)
- ahoereth (1)
- lmontier (1)
- afilippi (1)
- huntcsg (1)
Top Labels
Issue Labels
Pull Request Labels
dependencies (4)
Packages
- Total packages: 1
-
Total downloads:
- pypi 14,629 last-month
- Total docker downloads: 246
- Total dependent packages: 2
- Total dependent repositories: 2
- Total versions: 80
- Total maintainers: 2
pypi.org: hypertune
A library for performing hyperparameter optimization with Polyaxon.
- Homepage: https://github.com/polyaxon/hypertune
- Documentation: https://hypertune.readthedocs.io/
- License: Apache 2.0
-
Latest release: 1.2.1
published 10 months ago
Rankings
Downloads: 1.6%
Docker downloads count: 2.3%
Dependent packages count: 3.2%
Average: 6.5%
Stargazers count: 8.6%
Dependent repos count: 11.5%
Forks count: 11.9%
Maintainers (2)
Last synced:
6 months ago
Dependencies
.github/workflows/codeql-analysis.yml
actions
- actions/checkout v3 composite
- github/codeql-action/analyze v1 composite
- github/codeql-action/autobuild v1 composite
- github/codeql-action/init v1 composite
.github/workflows/hypertune.yml
actions
- actions/checkout v3 composite
- actions/setup-python v4 composite
hypertune/requirements/dev.txt
pypi
- hyperopt ==0.2.5 development
- ipython * development
- numpy <=1.24 development
- pandas * development
- scikit-learn <1.1 development
- scipy <1.8.0 development
hypertune/requirements/test.txt
pypi
- black ==22.6.0 test
- coverage <6.5 test
- faker <14.0.0 test
- flake8 <4.1.0 test
- flaky <3.8.0 test
- isort <5.11.0 test
- mock <4.1.0 test
- mypy ==0.971 test
- pyflakes <2.5.0 test
- pylint <2.15.0 test
- pytest <7.2.0 test
- pytest-asyncio <0.20.0 test
- types-PyYAML * test
- types-aiofiles * test
- types-certifi * test
- types-protobuf * test
- types-python-dateutil * test
- types-pytz * test
- types-requests * test
- types-setuptools * test
- types-six * test
- types-ujson * test