https://github.com/numba/numba
compiler cuda llvm numba numpy parallel python
Score: 28.907759965854524
Last synced: about 16 hours ago
JSON representation
Repository metadata:
NumPy aware dynamic Python compiler using LLVM
- Host: GitHub
- URL: https://github.com/numba/numba
- Owner: numba
- License: bsd-2-clause
- Created: 2012-03-08T11:12:43.000Z (over 14 years ago)
- Default Branch: main
- Last Pushed: 2026-08-21T17:39:56.000Z (4 days ago)
- Last Synced: 2026-08-23T17:22:32.756Z (1 day ago)
- Topics: compiler, cuda, llvm, numba, numpy, parallel, python
- Language: Python
- Homepage: https://numba.pydata.org/
- Size: 79.4 MB
- Stars: 11,125
- Watchers: 189
- Forks: 1,313
- Open Issues: 1,795
-
Metadata Files:
- Readme: README.rst
- Changelog: CHANGE_LOG
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Codeowners: .github/CODEOWNERS
- Security: SECURITY.md
Owner metadata:
- Name: Numba
- Login: numba
- Email:
- Kind: organization
- Description: Array-oriented Python JIT compiler
- Website: https://numba.pydata.org
- Location: Virtual
- Twitter: numba_jit
- Company:
- Icon url: https://avatars.githubusercontent.com/u/1628082?v=4
- Repositories: 44
- Last Synced at: 2024-03-25T23:20:13.636Z
- Profile URL: https://github.com/numba
GitHub Events
Total
- Create event: 42
- Delete event: 17
- Fork event: 95
- Gollum event: 13
- Issue comment event: 1455
- Issues event: 438
- Pull request event: 525
- Pull request review comment event: 413
- Pull request review event: 529
- Push event: 240
- Release event: 5
- Watch event: 844
- Total: 4616
Last Year
- Create event: 34
- Delete event: 17
- Fork event: 25
- Gollum event: 1
- Issue comment event: 325
- Issues event: 122
- Pull request event: 234
- Pull request review comment event: 105
- Pull request review event: 155
- Push event: 144
- Release event: 3
- Watch event: 159
- Total: 1324
Committers metadata
Last synced: 6 days ago
Total Commits: 22,757
Total Committers: 431
Avg Commits per committer: 52.8
Development Distribution Score (DDS): 0.796
Commits in past year: 960
Committers in past year: 52
Avg Commits per committer in past year: 18.462
Development Distribution Score (DDS) in past year: 0.72
| Name | Commits | |
|---|---|---|
| Siu Kwan Lam | m****k@g****m | 4634 |
| Stuart Archibald | s****d@g****m | 2528 |
| Mark Florisson | m****8@g****m | 1770 |
| Antoine Pitrou | a****e@p****g | 1639 |
| Graham Markall | g****l@n****m | 1534 |
| Valentin Haenel | v****l@a****m | 984 |
| Todd A. Anderson | d****3@c****t | 722 |
| Ehsan Totoni | e****i@i****m | 683 |
| Guilherme Leobas | g****s@g****m | 645 |
| kc611 | c****6@g****m | 471 |
| Oscar Villellas | o****s@c****o | 451 |
| rjenc29 | r****9@g****m | 437 |
| swap357 | s****7@g****m | 415 |
| Jon Riehl | j****l@s****m | 367 |
| Stan Seibert | s****t@c****o | 337 |
| luk-f-a | l****a@h****m | 262 |
| Antoine Pitrou | a****u@c****o | 262 |
| Michael Collison | c****6@g****m | 256 |
| Paul H. Liu | h****u@i****m | 239 |
| Jay Bourque | j****e@c****o | 205 |
| Aaron Meurer | a****r@g****m | 133 |
| Travis E. Oliphant | t****t@g****m | 106 |
| Nicholas J Riasanovsky | n****k@b****i | 103 |
| Michael Wang | m****5@i****m | 99 |
| Kristian Minchev | k****v@g****m | 98 |
| Eric Wieser | w****c@g****m | 84 |
| Andre Masella | a****e@m****e | 83 |
| Denis | d****v@i****m | 83 |
| jorenham | j****u@g****m | 82 |
| Ehsan Totoni | e****n@g****m | 77 |
| and 401 more... | ||
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 831
Total pull requests: 989
Average time to close issues: 5 months
Average time to close pull requests: 4 months
Total issue authors: 459
Total pull request authors: 170
Average comments per issue: 4.25
Average comments per pull request: 2.82
Merged pull request: 453
Bot issues: 1
Bot pull requests: 18
Past year issues: 106
Past year pull requests: 233
Past year average time to close issues: 26 days
Past year average time to close pull requests: 23 days
Past year issue authors: 64
Past year pull request authors: 70
Past year average comments per issue: 3.76
Past year average comments per pull request: 1.59
Past year merged pull request: 101
Past year bot issues: 1
Past year bot pull requests: 17
Top Issue Authors
- sklam (40)
- gmarkall (37)
- stuartarchibald (29)
- esc (26)
- swap357 (20)
- dlee992 (20)
- ricardoV94 (16)
- apiqwe (15)
- game-difficulty (15)
- yxdragon (13)
- kc611 (11)
- zzl261004 (9)
- shaunc (8)
- guilhermeleobas (8)
- bmerry (7)
Top Pull Request Authors
- sklam (141)
- swap357 (104)
- kc611 (101)
- gmarkall (80)
- esc (66)
- guilhermeleobas (46)
- stuartarchibald (42)
- jorenham (31)
- dlee992 (25)
- DrTodd13 (25)
- renovate[bot] (18)
- EarlMilktea (10)
- KrisMinchev (8)
- seibert (8)
- Saransh-cpp (6)
Top Issue Labels
- feature_request (148)
- stale (68)
- needtriage (58)
- bug - incorrect behavior (54)
- question (53)
- bug (51)
- CUDA (49)
- Task (45)
- more info needed (31)
- bug - failure to compile (28)
- good first issue (26)
- bug - numerically incorrect (22)
- caching (20)
- no action required (19)
- performance - run time (19)
- jitclass (19)
- numpy (18)
- ParallelAccelerator (17)
- bug - regression (16)
- discussion (14)
- bug - segfault (14)
- bug - typing (14)
- bug - miscompile (13)
- good second issue (12)
- duplicate (12)
- bug - ice (11)
- easy (10)
- needs triage/maintainer discussion (8)
- doc (8)
- highpriority (7)
Top Pull Request Labels
- 5 - Ready to merge (390)
- skip_release_notes (334)
- 2 - In Progress (145)
- 3 - Ready for Review (128)
- stale (96)
- 4 - Waiting on author (87)
- abandoned - stale (86)
- Effort - short (75)
- CUDA (46)
- Effort - medium (38)
- 4 - Waiting on reviewer (32)
- doc (25)
- BuildFarm Passed (23)
- abandoned (21)
- Effort - long (16)
- numpy (12)
- 4 - Waiting on CI (9)
- ParallelAccelerator (9)
- enhancement (8)
- Pending BuildFarm (8)
- 4 - Waiting on second reviewer (6)
- NumPy 2.0 (6)
- highpriority (4)
- Python 3.13 (3)
- needs triage/maintainer discussion (3)
- Python 3.14 (3)
- no action required (3)
- discussion (2)
- PR Help needed (2)
- performance - compile time (2)
Package metadata
- Total packages: 2
-
Total downloads:
- conda: 641,357
- Total dependent packages: 394 (may contain duplicates)
- Total dependent repositories: 2,034 (may contain duplicates)
- Total versions: 79
conda-forge.org: numba
Numba is an Open Source NumPy-aware optimizing compiler for Python sponsored by Anaconda, Inc. It uses the remarkable LLVM compiler infrastructure to compile Python syntax to machine code."
- Homepage: http://numba.pydata.org
- Licenses: BSD-2-Clause
- Latest release: 0.56.3 (published almost 4 years ago)
- Last Synced: 2026-04-01T03:22:33.685Z (5 months ago)
- Versions: 32
- Dependent Packages: 347
- Dependent Repositories: 1,017
-
Rankings:
- Dependent packages count: 0.16%
- Dependent repos count: 0.734%
- Average: 2.259%
- Stargazers count: 3.333%
- Forks count: 4.811%
anaconda.org: numba
Numba is an Open Source NumPy-aware optimizing compiler for Python sponsored by Anaconda, Inc. It uses the remarkable LLVM compiler infrastructure to compile Python syntax to machine code."
- Homepage: https://numba.pydata.org
- Licenses: BSD-2-Clause
- Latest release: 0.66.0 (published about 1 month ago)
- Last Synced: 2026-07-14T10:49:45.281Z (about 1 month ago)
- Versions: 47
- Dependent Packages: 47
- Dependent Repositories: 1,017
- Downloads: 641,357 Total
-
Rankings:
- Dependent packages count: 0.604%
- Dependent repos count: 4.44%
- Average: 6.207%
- Stargazers count: 8.789%
- Forks count: 10.994%
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