https://github.com/pyro-ppl/pyro
bayesian bayesian-inference deep-learning machine-learning probabilistic-modeling probabilistic-programming python pytorch variational-inference
Score: 31.283032627114252
Last synced: about 17 hours ago
JSON representation
Repository metadata:
Deep universal probabilistic programming with Python and PyTorch
- Host: GitHub
- URL: https://github.com/pyro-ppl/pyro
- Owner: pyro-ppl
- License: apache-2.0
- Created: 2017-06-16T05:03:47.000Z (over 9 years ago)
- Default Branch: dev
- Last Pushed: 2026-10-05T18:42:13.000Z (about 1 month ago)
- Last Synced: 2026-10-31T21:33:00.415Z (5 days ago)
- Topics: bayesian, bayesian-inference, deep-learning, machine-learning, probabilistic-modeling, probabilistic-programming, python, pytorch, variational-inference
- Language: Python
- Homepage: http://pyro.ai
- Size: 92.4 MB
- Stars: 9,072
- Watchers: 194
- Forks: 1,036
- Open Issues: 316
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE.md
- Code of conduct: CODE_OF_CONDUCT.md
-
Funding:
- Github: fritzo
Owner metadata:
- Name: pyro-ppl
- Login: pyro-ppl
- Email:
- Kind: organization
- Description: Pyro - Deep Universal Probabilistic Programming
- Website: https://pyro.ai
- Location:
- Twitter: PyroAi
- Company:
- Icon url: https://avatars.githubusercontent.com/u/46794900?v=4
- Repositories: 13
- Last Synced at: 2026-11-04T02:59:16.927Z
- Profile URL: https://github.com/pyro-ppl
GitHub Events
Total
- Create event: 6
- Delete event: 2
- Fork event: 33
- Issue comment event: 34
- Issues event: 22
- Pull request event: 39
- Pull request review comment event: 14
- Pull request review event: 42
- Push event: 28
- Watch event: 396
- Total: 616
Last Year
- Create event: 3
- Fork event: 7
- Issue comment event: 1
- Issues event: 1
- Pull request event: 2
- Pull request review comment event: 1
- Pull request review event: 4
- Push event: 7
- Watch event: 52
- Total: 78
Committers metadata
Last synced: 2 days ago
Total Commits: 2,414
Total Committers: 162
Avg Commits per committer: 14.901
Development Distribution Score (DDS): 0.681
Commits in past year: 10
Committers in past year: 3
Avg Commits per committer in past year: 3.333
Development Distribution Score (DDS) in past year: 0.2
| Name | Commits | |
|---|---|---|
| Fritz Obermeyer | f****r@g****m | 770 |
| Neeraj Pradhan | p****j@g****m | 316 |
| Eli | e****m@u****m | 256 |
| martinjankowiak | m****k | 253 |
| JP | j****n@g****m | 225 |
| Du Phan | f****i@g****m | 167 |
| Yerdos Ordabayev | y****y@b****g | 64 |
| Stefan Webb | i****o@s****e | 49 |
| Ben Zickel | 3****l | 32 |
| null-a | n****a | 21 |
| Theofanis Karaletsos | t****s@u****m | 18 |
| ae-foster | a****r | 13 |
| Rohit Singh | t****t@g****m | 10 |
| Ahmad Salim Al-Sibahi | a****d@d****k | 8 |
| Ola Rønning | r****g@p****e | 7 |
| Alican Bozkurt | a****n@e****u | 6 |
| James Webber | j****r | 5 |
| Matt Wescott | m****t@g****m | 5 |
| ilia-kats | i****s@g****t | 4 |
| Mateusz Sokół | 8****l | 3 |
| Martin Rohbeck | 3****k | 3 |
| Marco Inacio | m****@m****m | 3 |
| Jayanth Kumar N | j****r@s****n | 3 |
| Eric Cotner | 2****r@g****m | 3 |
| Nipun Batra | n****0@g****m | 3 |
| Olivier Ma | o****q@g****m | 3 |
| Xi Wang | x****u@g****m | 3 |
| ivetasarfyova | 8****a | 3 |
| jburroni | j****i | 3 |
| Austin | a****1@g****m | 2 |
| and 132 more... | ||
Issue and Pull Request metadata
Last synced: 2 days ago
Total issues: 154
Total pull requests: 323
Average time to close issues: 2 months
Average time to close pull requests: about 1 month
Total issue authors: 109
Total pull request authors: 84
Average comments per issue: 2.53
Average comments per pull request: 1.33
Merged pull request: 228
Bot issues: 0
Bot pull requests: 0
Past year issues: 9
Past year pull requests: 50
Past year average time to close issues: 1 day
Past year average time to close pull requests: 14 days
Past year issue authors: 6
Past year pull request authors: 29
Past year average comments per issue: 0.44
Past year average comments per pull request: 0.76
Past year merged pull request: 9
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- fritzo (10)
- ordabayevy (10)
- eb8680 (5)
- martinjankowiak (4)
- AHMETHAKANBEZIR1 (3)
- francois-rozet (3)
- gui11aume (3)
- cyianor (3)
- LysSanzMoreta (2)
- KiwiAthlete (2)
- vitkl (2)
- KevinG1002 (2)
- austinv11 (2)
- OlaRonning (2)
- BenZickel (2)
Top Pull Request Authors
- BenZickel (60)
- ordabayevy (56)
- fritzo (45)
- eb8680 (14)
- fehiepsi (13)
- martinjankowiak (8)
- webzuweb (7)
- ilia-kats (6)
- andife (6)
- OlaRonning (5)
- cafletezbrant (3)
- aBiR1D (3)
- francois-rozet (3)
- austinv11 (3)
- AHMETHAKANBEZIR1 (3)
Top Issue Labels
- bug (38)
- enhancement (15)
- help wanted (14)
- question (12)
- documentation (12)
- discussion (10)
- Examples (6)
- good first issue (6)
- usability (5)
- testing (4)
- low priority (3)
- warnings & errors (3)
- easy (1)
- invalid (1)
- jit (1)
- high priority (1)
Top Pull Request Labels
- awaiting review (133)
- enhancement (21)
- bug (19)
- WIP (17)
- easy (15)
- awaiting response (14)
- documentation (12)
- usability (7)
- Examples (5)
- testing (5)
- warnings & errors (5)
- high priority (3)
- refactor (3)
- Blocked (2)
- breaking (2)
- jit (1)
- wontfix (1)
Package metadata
- Total packages: 3
-
Total downloads:
- conda: 304,852 total
- pypi: 609,562 last-month
- Total docker downloads: 24,433,989
- Total dependent packages: 82 (may contain duplicates)
- Total dependent repositories: 449 (may contain duplicates)
- Total versions: 45
- Total maintainers: 2
pypi.org: pyro-ppl
A Python library for probabilistic modeling and inference
- Homepage: http://pyro.ai
- Documentation: https://docs.pyro.ai
- Licenses: Apache-2.0
- Latest release: 1.9.2 (published about 1 month ago)
- Last Synced: 2026-11-03T11:55:39.106Z (2 days ago)
- Versions: 37
- Dependent Packages: 78
- Dependent Repositories: 437
- Downloads: 609,562 Last month
- Docker Downloads: 24,433,989
-
Rankings:
- Dependent packages count: 0.234%
- Stargazers count: 0.299%
- Downloads: 0.603%
- Average: 0.632%
- Dependent repos count: 0.685%
- Docker downloads count: 0.691%
- Forks count: 1.278%
- Maintainers (2)
proxy.golang.org: github.com/pyro-ppl/pyro
- Homepage:
- Status: removed
- Documentation: https://pkg.go.dev/github.com/pyro-ppl/pyro#section-documentation
- Licenses: apache-2.0
- Latest release: v0.0.0-20171105024553-082c0b56ee72 (published about 9 years ago)
- Last Synced: 2026-11-03T11:54:15.309Z (2 days ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 4.373%
- Average: 4.52%
- Dependent repos count: 4.668%
conda-forge.org: pyro-ppl
- Homepage: http://pyro.ai
- Licenses: Apache-2.0
- Latest release: 1.8.2 (published about 4 years ago)
- Last Synced: 2026-09-22T17:27:54.405Z (about 1 month ago)
- Versions: 6
- Dependent Packages: 4
- Dependent Repositories: 12
- Downloads: 304,852 Total
-
Rankings:
- Stargazers count: 3.498%
- Forks count: 4.955%
- Average: 7.795%
- Dependent repos count: 10.225%
- Dependent packages count: 12.501%
Dependencies
- actions/checkout v2 composite
- actions/setup-python v2 composite
- ts-graphviz/setup-graphviz v1 composite
- ${base_img} latest build
- actions/checkout v6 composite
- actions/setup-python v6 composite
- pypa/gh-action-pypi-publish release/v1 composite
- numpy >=1.7
- opt-einsum >=2.3.2
- pyro-api >=0.1.1
- torch >=2.0
- tqdm >=4.36