https://github.com/numba/numba
compiler cuda llvm numba numpy parallel python
Score: 28.855189596038162
Last synced: about 2 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 (about 14 years ago)
- Default Branch: main
- Last Pushed: 2026-05-21T05:26:34.000Z (10 days ago)
- Last Synced: 2026-05-21T16:54:25.965Z (9 days ago)
- Topics: compiler, cuda, llvm, numba, numpy, parallel, python
- Language: Python
- Homepage: https://numba.pydata.org/
- Size: 78.3 MB
- Stars: 11,029
- Watchers: 189
- Forks: 1,267
- Open Issues: 1,776
-
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
Committers metadata
Last synced: 22 days ago
Total Commits: 22,397
Total Committers: 417
Avg Commits per committer: 53.71
Development Distribution Score (DDS): 0.794
Commits in past year: 720
Committers in past year: 48
Avg Commits per committer in past year: 15.0
Development Distribution Score (DDS) in past year: 0.743
| Name | Commits | |
|---|---|---|
| Siu Kwan Lam | m****k@g****m | 4619 |
| Stuart Archibald | s****d@g****m | 2527 |
| 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 | 975 |
| Todd A. Anderson | d****3@c****t | 722 |
| Ehsan Totoni | e****i@i****m | 683 |
| Guilherme Leobas | g****s@g****m | 627 |
| Oscar Villellas | o****s@c****o | 451 |
| kc611 | c****6@g****m | 444 |
| rjenc29 | r****9@g****m | 437 |
| Jon Riehl | j****l@s****m | 367 |
| Stan Seibert | s****t@c****o | 326 |
| swap357 | s****7@g****m | 290 |
| 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 |
| Ehsan Totoni | e****n@g****m | 77 |
| Nick White | n****e@g****m | 75 |
| and 387 more... | ||
Issue and Pull Request metadata
Last synced: 30 days ago
Total issues: 751
Total pull requests: 838
Average time to close issues: 4 months
Average time to close pull requests: 5 months
Total issue authors: 426
Total pull request authors: 129
Average comments per issue: 4.13
Average comments per pull request: 3.01
Merged pull request: 382
Bot issues: 1
Bot pull requests: 3
Past year issues: 104
Past year pull requests: 176
Past year average time to close issues: 16 days
Past year average time to close pull requests: 11 days
Past year issue authors: 66
Past year pull request authors: 44
Past year average comments per issue: 2.49
Past year average comments per pull request: 1.4
Past year merged pull request: 78
Past year bot issues: 1
Past year bot pull requests: 2
Top Issue Authors
- sklam (37)
- gmarkall (35)
- esc (25)
- stuartarchibald (24)
- dlee992 (20)
- game-difficulty (15)
- apiqwe (15)
- ricardoV94 (13)
- yxdragon (13)
- kc611 (10)
- zzl261004 (9)
- swap357 (9)
- shaunc (8)
- guilhermeleobas (7)
- Olobir (6)
Top Pull Request Authors
- sklam (135)
- kc611 (87)
- gmarkall (80)
- swap357 (78)
- esc (65)
- guilhermeleobas (41)
- stuartarchibald (41)
- dlee992 (25)
- DrTodd13 (24)
- jorenham (14)
- EarlMilktea (10)
- KrisMinchev (8)
- yashssh (6)
- Saransh-cpp (6)
- aseyboldt (5)
Top Issue Labels
- feature_request (127)
- stale (66)
- needtriage (54)
- question (48)
- bug - incorrect behavior (44)
- CUDA (44)
- Task (39)
- bug (36)
- more info needed (31)
- bug - failure to compile (28)
- bug - numerically incorrect (20)
- no action required (18)
- jitclass (17)
- good first issue (17)
- caching (17)
- numpy (16)
- discussion (14)
- ParallelAccelerator (14)
- bug - regression (14)
- performance - run time (14)
- bug - typing (13)
- duplicate (12)
- bug - miscompile (12)
- bug - segfault (11)
- bug - ice (10)
- good second issue (10)
- threading (6)
- highpriority (6)
- doc (6)
- bug - memory leak (6)
Top Pull Request Labels
- 5 - Ready to merge (347)
- skip_release_notes (272)
- 2 - In Progress (135)
- stale (90)
- abandoned - stale (81)
- 3 - Ready for Review (81)
- 4 - Waiting on author (74)
- Effort - short (73)
- CUDA (43)
- Effort - medium (37)
- 4 - Waiting on reviewer (27)
- BuildFarm Passed (23)
- doc (22)
- abandoned (21)
- Effort - long (14)
- numpy (11)
- ParallelAccelerator (9)
- 4 - Waiting on CI (8)
- Pending BuildFarm (8)
- enhancement (8)
- NumPy 2.0 (6)
- 4 - Waiting on second reviewer (5)
- highpriority (4)
- no action required (3)
- Python 3.13 (3)
- Python 3.14 (3)
- PR Help needed (2)
- R&D (2)
- performance - compile time (2)
- caching (1)
Package metadata
- Total packages: 2
-
Total downloads:
- conda: 634,564 total
- Total dependent packages: 394 (may contain duplicates)
- Total dependent repositories: 2,034 (may contain duplicates)
- Total versions: 78
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 over 3 years ago)
- Last Synced: 2026-04-01T03:22:33.685Z (about 2 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: 0.65.1 (published 26 days ago)
- Last Synced: 2026-05-05T15:04:53.554Z (25 days ago)
- Versions: 46
- Dependent Packages: 47
- Dependent Repositories: 1,017
- Downloads: 634,564 Total
-
Rankings:
- Dependent packages count: 0.604%
- Dependent repos count: 4.44%
- Average: 6.207%
- Stargazers count: 8.789%
- Forks count: 10.994%
Dependencies
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