JOSS: https://github.com/alan-turing-institute/autoemulate
active-learning aiphys calibration emulation ensemble gaussian-processes history-matching hut23 hut23-1468 mcmc neural-networks pytorch sensitivity-analysis uncertainty-quantification
Score: 14.80590826199165
Last synced: about 15 hours ago
JSON representation
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 (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2026-05-25T23:25:59.000Z (26 days ago)
- Last Synced: 2026-05-26T01:22:50.234Z (25 days ago)
- Topics: active-learning, aiphys, calibration, emulation, ensemble, gaussian-processes, history-matching, hut23, hut23-1468, mcmc, neural-networks, pytorch, sensitivity-analysis, uncertainty-quantification
- Language: Python
- Homepage:
- Size: 302 MB
- Stars: 114
- Watchers: 5
- Forks: 41
- Open Issues: 71
-
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 Synced at: 2024-03-20T20:54:47.403Z
- Profile URL: https://github.com/alan-turing-institute
GitHub Events
Total
- Create event: 203
- Delete event: 185
- Fork event: 10
- Issue comment event: 810
- Issues event: 406
- Member event: 8
- Pull request event: 338
- Pull request review comment event: 498
- Pull request review event: 545
- Push event: 1577
- Release event: 13
- Watch event: 56
- Total: 4649
Last Year
- Create event: 201
- Delete event: 185
- Fork event: 10
- Issue comment event: 805
- Issues event: 405
- Member event: 8
- Pull request event: 336
- Pull request review comment event: 498
- Pull request review event: 545
- Push event: 1562
- Release event: 13
- Watch event: 55
- Total: 4623
Committers metadata
Last synced: 23 days ago
Total Commits: 3,359
Total Committers: 27
Avg Commits per committer: 124.407
Development Distribution Score (DDS): 0.73
Commits in past year: 2,023
Committers in past year: 20
Avg Commits per committer in past year: 101.15
Development Distribution Score (DDS) in past year: 0.601
| Name | Commits | |
|---|---|---|
| radka-j | r****a@g****m | 908 |
| Sam Greenbury | s****y@t****k | 833 |
| 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 | 86 |
| allcontributors[bot] | 4****] | 81 |
| 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 |
| Jichen Zhang | j****g@e****k | 14 |
| Maximilian Balmus | b****n@g****m | 14 |
| Kalle Westerling | k****g@b****k | 8 |
| Penelope Yong | p****m@g****m | 7 |
| SyedHaider2084 | s****4@s****k | 7 |
| Syed Muhammad Shahzaib Haider | s****4@m****k | 6 |
| Sophie Arana | a****e@g****m | 5 |
| Will Usher | w****r@k****e | 5 |
| Aaron | 8****5 | 4 |
| Loh Chun Mun | 1****a | 3 |
| TarryCarrot | 1****9 | 2 |
| Jichen Zhang | 6****6 | 1 |
| Nayara Fonseca | 8****s | 1 |
| Rémi Delaporte-Mathurin | 4****n | 1 |
| Ritkaar Singh | R****8@a****m | 1 |
Issue and Pull Request metadata
Last synced: 27 days ago
Total issues: 442
Total pull requests: 579
Average time to close issues: 3 months
Average time to close pull requests: 7 days
Total issue authors: 19
Total pull request authors: 22
Average comments per issue: 0.97
Average comments per pull request: 2.27
Merged pull request: 426
Bot issues: 0
Bot pull requests: 43
Past year issues: 175
Past year pull requests: 239
Past year average time to close issues: 20 days
Past year average time to close pull requests: 5 days
Past year issue authors: 13
Past year pull request authors: 15
Past year average comments per issue: 0.78
Past year average comments per pull request: 2.07
Past year merged pull request: 149
Past year bot issues: 0
Past year bot pull requests: 7
Top Issue Authors
- sgreenbury (104)
- radka-j (102)
- mastoffel (98)
- 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 (113)
- radka-j (101)
- allcontributors[bot] (42)
- edwardchalstrey1 (41)
- EdwinB12 (29)
- marjanfamili (29)
- kallewesterling (24)
- bryanlimy (11)
- cisprague (9)
- ContiPaolo (7)
- aranas (4)
- MaxBalmus (4)
- aijadugar (2)
- willu47 (2)
Top Issue Labels
- enhancement (101)
- refactor (80)
- ai-uk (39)
- documentation (35)
- bug (34)
- temporal (11)
- good first issue (10)
- epic (10)
- research (9)
- UQ (9)
- improve-code-quality (9)
- management (7)
- question (7)
- priority (6)
- mvp (5)
- priority II (5)
- simulator (4)
- tutorial (2)
- design principle (2)
- packaging (2)
- strategy (1)
- workflow (1)
- FI (1)
Top Pull Request Labels
- refactor (5)
- simulator (2)
- dependencies (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 536 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 17
- Total maintainers: 3
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: 2.1.1 (published about 1 month ago)
- Last Synced: 2026-05-28T10:05:09.896Z (23 days ago)
- Versions: 17
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 536 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 (3)
Dependencies
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- iniconfig 2.0.0
- ipykernel 6.25.2
- ipython 8.15.0
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- jinja2 3.1.2
- joblib 1.3.2
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- jupyter-core 5.3.1
- kiwisolver 1.4.5
- markdown-it-py 3.0.0
- markupsafe 2.1.3
- matplotlib 3.8.0
- matplotlib-inline 0.1.6
- mdit-py-plugins 0.4.0
- mdurl 0.1.2
- mogp-emulator 0.7.2
- myst-parser 2.0.0
- nest-asyncio 1.5.8
- numpy 1.25.2
- packaging 23.1
- parso 0.8.3
- patsy 0.5.3
- pexpect 4.8.0
- pickleshare 0.7.5
- pillow 10.0.1
- platformdirs 3.10.0
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- prompt-toolkit 3.0.39
- psutil 5.9.5
- ptyprocess 0.7.0
- pure-eval 0.2.2
- pycparser 2.21
- pygments 2.16.1
- pyparsing 3.1.1
- pytest 7.4.2
- python-dateutil 2.8.2
- pywin32 306
- pyyaml 6.0.1
- 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
- soupsieve 2.5
- sphinx 7.2.6
- sphinx-autodoc-typehints 1.24.0
- sphinx-basic-ng 1.0.0b2
- sphinx-copybutton 0.5.2
- sphinxcontrib-applehelp 1.0.7
- sphinxcontrib-devhelp 1.0.5
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- sphinxcontrib-jsmath 1.0.1
- sphinxcontrib-qthelp 1.0.6
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- threadpoolctl 3.2.0
- tomli 2.0.1
- tornado 6.3.3
- traitlets 5.10.0
- typing-extensions 4.8.0
- 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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