AutoEmulate: A Python package for semi-automated emulation
AutoEmulate: A Python package for semi-automated emulation - Published in JOSS (2025)
https://github.com/alan-turing-institute/autoemulate
Keywords
active-learning calibration emulation ensemble gaussian-processes history-matching hut23 hut23-1468 mcmc neural-networks pytorch sensitivity-analysis uncertainty-quantification
Keywords from Contributors
energy-system hut23-958 hut23-837 simulator hut23-1077
Last synced: 3 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
Emulate simulations easily
- Host: GitHub
- URL: https://github.com/alan-turing-institute/autoemulate
- Owner: alan-turing-institute
- License: mit
- Created: 2023-08-01T13:06:39.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2025-10-18T23:04:22.000Z (3 months ago)
- Last Synced: 2025-10-19T13:50:56.438Z (3 months ago)
- Topics: active-learning, calibration, emulation, ensemble, gaussian-processes, history-matching, hut23, hut23-1468, mcmc, neural-networks, pytorch, sensitivity-analysis, uncertainty-quantification
- Language: Python
- Homepage: https://www.autoemulate.com
- Size: 284 MB
- Stars: 102
- Watchers: 5
- Forks: 19
- Open Issues: 87
- Releases: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
Owner metadata
- Name: The Alan Turing Institute
- Login: alan-turing-institute
- Email: info@turing.ac.uk
- Kind: organization
- Description: The UK's national institute for data science and artificial intelligence.
- Website: https://turing.ac.uk
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/18304793?v=4
- Repositories: 477
- Last ynced at: 2024-03-20T20:54:47.403Z
- Profile URL: https://github.com/alan-turing-institute
Committers metadata
Last synced: 3 months ago
Total Commits: 3,127
Total Committers: 18
Avg Commits per committer: 173.722
Development Distribution Score (DDS): 0.741
Commits in past year: 2,618
Committers in past year: 14
Avg Commits per committer in past year: 187.0
Development Distribution Score (DDS) in past year: 0.69
| Name | Commits | |
|---|---|---|
| radka-j | r****a@g****m | 811 |
| Sam Greenbury | s****y@t****k | 765 |
| Ed Chalstrey | e****y@g****m | 570 |
| mastoffel | m****l@g****m | 502 |
| marjanfamili | m****i@g****m | 137 |
| Edwin Brown | w****n@o****m | 84 |
| allcontributors[bot] | 4****] | 61 |
| cisprague | c****e@g****m | 39 |
| Kalle Westerling | k****g@g****m | 38 |
| crangelsmith | c****h@t****k | 34 |
| Paolo Conti | p****i@t****k | 33 |
| Bryan M. Li | b****y@g****m | 19 |
| Maximilian Balmus | b****n@g****m | 14 |
| Kalle Westerling | k****g@b****k | 8 |
| Sophie Arana | a****e@g****m | 5 |
| Will Usher | w****r@k****e | 5 |
| Ritkaar Singh | R****8@a****m | 1 |
| Nayara Fonseca | 8****s | 1 |
Committer domains:
- turing.ac.uk: 3
- appinventiv.com: 1
- kth.se: 1
- bl.uk: 1
Issue and Pull Request metadata
Last synced: 3 months ago
Total issues: 434
Total pull requests: 554
Average time to close issues: 3 months
Average time to close pull requests: 7 days
Total issue authors: 18
Total pull request authors: 17
Average comments per issue: 0.92
Average comments per pull request: 2.24
Merged pull request: 406
Bot issues: 0
Bot pull requests: 41
Past year issues: 307
Past year pull requests: 378
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 7 days
Past year issue authors: 16
Past year pull request authors: 14
Past year average comments per issue: 0.89
Past year average comments per pull request: 2.24
Past year merged pull request: 251
Past year bot issues: 0
Past year bot pull requests: 27
Top Issue Authors
- sgreenbury (104)
- mastoffel (98)
- radka-j (95)
- kallewesterling (24)
- marjanfamili (20)
- EdwinB12 (19)
- edwardchalstrey1 (19)
- cisprague (16)
- ContiPaolo (11)
- aranas (7)
- willu47 (6)
- bryanlimy (3)
- alighato (3)
- H-Sax (3)
- MaxBalmus (2)
Top Pull Request Authors
- mastoffel (154)
- sgreenbury (104)
- radka-j (94)
- allcontributors[bot] (41)
- edwardchalstrey1 (40)
- EdwinB12 (28)
- marjanfamili (28)
- kallewesterling (24)
- bryanlimy (11)
- cisprague (9)
- ContiPaolo (7)
- aranas (4)
- MaxBalmus (4)
- aijadugar (2)
- willu47 (2)
Top Issue Labels
- enhancement (98)
- refactor (80)
- ai-uk (39)
- bug (34)
- documentation (33)
- temporal (11)
- epic (10)
- improve-code-quality (9)
- research (9)
- UQ (9)
- good first issue (8)
- question (7)
- priority (6)
- management (6)
- priority II (5)
- mvp (5)
- simulator (4)
- tutorial (2)
- design principle (2)
- FI (1)
- strategy (1)
- workflow (1)
- packaging (1)
Top Pull Request Labels
- refactor (5)
- simulator (2)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 456 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 13
- Total maintainers: 1
pypi.org: autoemulate
A python package for semi-automated emulation
- Homepage: https://alan-turing-institute.github.io/autoemulate/
- Documentation: https://alan-turing-institute.github.io/autoemulate/
- Licenses: mit
- Latest release: 1.2.0 (published 4 months ago)
- Last Synced: 2025-10-26T00:46:16.811Z (3 months ago)
- Versions: 13
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 456 Last month
-
Rankings:
- Dependent packages count: 9.607%
- Stargazers count: 18.543%
- Forks count: 25.524%
- Average: 29.265%
- Dependent repos count: 63.384%
- Maintainers (1)
Dependencies
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- pyzmq 25.1.1
- requests 2.31.0
- scikit-learn 1.3.0
- scipy 1.9.3
- setuptools 68.2.2
- setuptools-scm 7.1.0
- six 1.16.0
- snowballstemmer 2.2.0
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- sphinx-autodoc-typehints 1.24.0
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- sphinx-copybutton 0.5.2
- sphinxcontrib-applehelp 1.0.7
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- urllib3 2.0.4
- wcwidth 0.2.6
- furo ^2023.9.10
- matplotlib ^3.7.2
- mogp-emulator ^0.7.2
- myst-parser ^2.0.0
- pytest ^7.4.0
- python ^3.10
- scikit-learn ^1.3.0
- sphinx ^7.2.6
- sphinx-autodoc-typehints ^1.24.0
- sphinx-copybutton ^0.5.2
- actions/cache v2 composite
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Score: 14.256802163850011