JOSS: https://github.com/undark-lab/swyft
likelihood-free-inference machine-learning marginal-neural-ratio-estimation neural-ratio-estimation parameter-estimation python pytorch simulation-based-inference truncated-neural-ratio-estimation
Score: 13.101344010180252
Last synced: about 15 hours ago
JSON representation
Repository metadata:
A system for scientific simulation-based inference at scale.
- Host: GitHub
- URL: https://github.com/undark-lab/swyft
- Owner: undark-lab
- License: other
- Created: 2020-05-25T21:19:48.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2024-03-30T06:19:33.000Z (about 2 years ago)
- Last Synced: 2026-06-14T20:04:49.004Z (8 days ago)
- Topics: likelihood-free-inference, machine-learning, marginal-neural-ratio-estimation, neural-ratio-estimation, parameter-estimation, python, pytorch, simulation-based-inference, truncated-neural-ratio-estimation
- Language: Jupyter Notebook
- Homepage:
- Size: 380 MB
- Stars: 172
- Watchers: 10
- Forks: 19
- Open Issues: 20
-
Metadata Files:
- Readme: README.rst
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Authors: AUTHORS
Owner metadata:
- Name: UnDark Lab
- Login: undark-lab
- Email: c.weniger@uva.nl
- Kind: organization
- Description: Exploring the Dark Universe with Deep Learning
- Website: www.christophweniger.com
- Location: Netherlands
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/75046902?v=4
- Repositories: 2
- Last Synced at: 2023-03-05T16:40:00.443Z
- Profile URL: https://github.com/undark-lab
GitHub Events
Total
- Fork event: 3
- Issue comment event: 1
- Issues event: 2
- Watch event: 6
- Total: 12
Last Year
- Fork event: 1
- Issue comment event: 1
- Issues event: 1
- Watch event: 1
- Total: 4
Committers metadata
Last synced: 4 days ago
Total Commits: 1,095
Total Committers: 17
Avg Commits per committer: 64.412
Development Distribution Score (DDS): 0.482
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Christoph Weniger | c****r@u****l | 567 |
| bkmi | 1****i | 323 |
| Francesco Nattino | f****o@e****l | 79 |
| Alex Cole | a****1@g****m | 34 |
| rogerkuou | r****u@g****m | 33 |
| Christoph Weniger | w****r@t****l | 21 |
| Meiert Grootes | m****s@e****l | 12 |
| Christoph Weniger | c****r@f****r | 5 |
| Adam Coogan | d****n@g****m | 4 |
| Noemi Anau Montel | n****l@g****m | 4 |
| Alex Cole | a****e@f****r | 3 |
| Christoph Weniger | c****r@s****l | 2 |
| Christoph Weniger | c****r@c****e | 2 |
| Alex Cole | a****e@A****l | 2 |
| Adam Coogan | a****n@a****n | 2 |
| Alexander Cole | a****1@t****l | 1 |
| Anchal Saxena | 7****9 | 1 |
Issue and Pull Request metadata
Last synced: 4 months ago
Total issues: 80
Total pull requests: 47
Average time to close issues: 6 months
Average time to close pull requests: 19 days
Total issue authors: 14
Total pull request authors: 8
Average comments per issue: 1.8
Average comments per pull request: 1.04
Merged pull request: 44
Bot issues: 0
Bot pull requests: 0
Past year issues: 3
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 3
Past year pull request authors: 0
Past year average comments per issue: 0.33
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- bkmi (33)
- cweniger (22)
- GertKl (4)
- fnattino (3)
- adam-coogan (3)
- CHBKoenders (3)
- samgagnon (2)
- rogerkuou (2)
- elidub (1)
- g-puleo (1)
- WangYun1995 (1)
- Haowen-Zhong (1)
- NoemiAM (1)
- erinaldi (1)
- maxwelltsai (1)
Top Pull Request Authors
- cweniger (23)
- fnattino (8)
- bkmi (4)
- rogerkuou (3)
- NoemiAM (3)
- meiertgrootes (1)
- anchal-009 (1)
- adam-coogan (1)
Top Issue Labels
- enhancement (24)
- v0.3 (15)
- documentation (4)
- bug (4)
- next release (3)
- good first issue (2)
- help wanted (2)
- consolidation (1)
Top Pull Request Labels
- consolidation (1)
- enhancement (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 147 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 21
- Total maintainers: 2
pypi.org: swyft
Universal scalable simulation-based inference with TMNRE (Truncated Marginal Neural Ratio Estimation) and pytorch-lightning.
- Homepage: https://github.com/undark-lab/swyft
- Documentation: https://swyft.readthedocs.io/
- Licenses: MIT License
- Latest release: 0.4.5 (published almost 3 years ago)
- Last Synced: 2026-06-18T22:00:59.392Z (4 days ago)
- Versions: 21
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 147 Last month
-
Rankings:
- Stargazers count: 6.058%
- Dependent packages count: 10.044%
- Forks count: 10.156%
- Average: 12.619%
- Downloads: 15.183%
- Dependent repos count: 21.651%
- Maintainers (2)
Dependencies
- actions/checkout v2 composite
- actions/setup-python v2 composite
- pypa/gh-action-pypi-publish 27b31702a0e7fc50959f5ad993c78deac1bdfc29 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- codecov/codecov-action v1 composite