JOSS: https://github.com/NiaOrg/NiaPy
hacktoberfest microframework nature-inspired-algorithms optimization-algorithms python swarm-intelligence
Score: 16.56136778112153
Last synced: about 14 hours ago
JSON representation
Repository metadata:
Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org
- Host: GitHub
- URL: https://github.com/NiaOrg/NiaPy
- Owner: NiaOrg
- License: mit
- Created: 2018-02-06T11:25:36.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2026-09-01T17:12:18.000Z (28 days ago)
- Last Synced: 2026-09-20T05:09:44.615Z (9 days ago)
- Topics: hacktoberfest, microframework, nature-inspired-algorithms, optimization-algorithms, python, swarm-intelligence
- Language: Python
- Homepage: https://niapy.org
- Size: 11.5 MB
- Stars: 279
- Watchers: 9
- Forks: 84
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
Owner metadata:
- Name: NiaOrg
- Login: NiaOrg
- Email: niapy.organization@gmail.com
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/36192639?v=4
- Repositories: 4
- Last Synced at: 2026-09-27T22:43:28.057Z
- Profile URL: https://github.com/NiaOrg
GitHub Events
Total
- Create event: 121
- Delete event: 149
- Fork event: 4
- Issue comment event: 89
- Issues event: 9
- Member event: 1
- Pull request event: 200
- Pull request review comment event: 5
- Pull request review event: 6
- Push event: 117
- Release event: 1
- Watch event: 19
- Total: 721
Last Year
- Create event: 23
- Delete event: 83
- Issue comment event: 21
- Pull request event: 40
- Pull request review comment event: 5
- Pull request review event: 6
- Push event: 31
- Watch event: 4
- Total: 213
Committers metadata
Last synced: 1 day ago
Total Commits: 1,235
Total Committers: 37
Avg Commits per committer: 33.378
Development Distribution Score (DDS): 0.7
Commits in past year: 38
Committers in past year: 6
Avg Commits per committer in past year: 6.333
Development Distribution Score (DDS) in past year: 0.658
| Name | Commits | |
|---|---|---|
| Grega Vrbančič | g****c@g****m | 371 |
| Klemen | r****2@g****m | 347 |
| firefly-cpp | p****1@g****m | 153 |
| zStupan | z****n@g****m | 106 |
| lucijabrezocnik | 3****k | 82 |
| rhododendrom | d****r@g****m | 23 |
| allcontributors[bot] | 4****] | 17 |
| Francisco J. Solis | s****a@g****m | 17 |
| AljoM | a****c@g****m | 15 |
| Luka Pečnik | l****6@g****m | 13 |
| zhukovamaria | z****6@m****u | 10 |
| gunbaz | f****z@g****m | 9 |
| dependabot[bot] | 4****] | 8 |
| Uroš Mlakar | u****r@g****m | 8 |
| Flyzoor | j****c@g****m | 8 |
| pyup-bot | g****t@p****o | 5 |
| RokPot | r****t@g****m | 5 |
| zStupan | z****n@l****n | 4 |
| Ales | a****r@s****i | 4 |
| Jan Banko | 4****n | 4 |
| Tadej Lahovnik | t****k@s****i | 3 |
| Žiga Stupan | z****2@u****i | 3 |
| kivancguckiran | k****n@g****m | 3 |
| Benjamin A. Beasley | c****e@m****t | 2 |
| Grega | K****! | 2 |
| Lucija Brezočnik | l****a@i****i | 2 |
| 陈薛强 | c****q@q****m | 1 |
| Kristian | k****a@v****i | 1 |
| mihaelmika | 2****a | 1 |
| jan.popic | j****c@s****i | 1 |
| and 7 more... | ||
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 102
Total pull requests: 875
Average time to close issues: 4 months
Average time to close pull requests: about 1 month
Total issue authors: 35
Total pull request authors: 33
Average comments per issue: 3.31
Average comments per pull request: 0.84
Merged pull request: 348
Bot issues: 2
Bot pull requests: 149
Past year issues: 1
Past year pull requests: 60
Past year average time to close issues: about 9 hours
Past year average time to close pull requests: 18 days
Past year issue authors: 1
Past year pull request authors: 8
Past year average comments per issue: 3.0
Past year average comments per pull request: 0.82
Past year merged pull request: 9
Past year bot issues: 0
Past year bot pull requests: 19
Top Issue Authors
- firefly-cpp (30)
- zStupan (9)
- GregaVrbancic (8)
- rhododendrom (5)
- ljvmiranda921 (5)
- brett18618 (3)
- kb2623 (3)
- hanamthang (2)
- todo[bot] (2)
- RamziAI (2)
- sisco0 (2)
- karakatic (2)
- musawakiliML (2)
- kivancguckiran (2)
- lukapecnik (2)
Top Pull Request Authors
- pyup-bot (400)
- dependabot[bot] (133)
- GregaVrbancic (96)
- lucijabrezocnik (58)
- zStupan (47)
- firefly-cpp (45)
- kb2623 (18)
- allcontributors[bot] (16)
- rhododendrom (13)
- mlaky88 (9)
- sisco0 (8)
- lahovniktadej (4)
- lukapecnik (4)
- kivancguckiran (2)
- peacemo (2)
Top Issue Labels
- bug (11)
- enhancement (9)
- question (5)
- help wanted (4)
- todo :spiral_notepad: (4)
- feature (3)
- triage (3)
- WIP (3)
- good first issue (3)
- answered (2)
- LGTM (2)
- fixed (1)
- chore (1)
- need review (1)
Top Pull Request Labels
- dependencies (140)
- python (125)
- enhancement (10)
- WIP (8)
- bug (6)
- github_actions (6)
- need review (5)
- LGTM (2)
- feature (2)
- chore (1)
Package metadata
- Total packages: 2
-
Total downloads:
- pypi: 1,432 last-month
- Total docker downloads: 26
- Total dependent packages: 18 (may contain duplicates)
- Total dependent repositories: 13 (may contain duplicates)
- Total versions: 36
- Total maintainers: 3
pypi.org: niapy
Python micro framework for building nature-inspired algorithms.
- Homepage: https://github.com/NiaOrg/NiaPy
- Documentation: https://niapy.org/en/stable/
- Licenses: MIT
- Latest release: 2.7.1 (published about 1 month ago)
- Last Synced: 2026-09-27T18:31:21.451Z (1 day ago)
- Versions: 35
- Dependent Packages: 8
- Dependent Repositories: 13
- Downloads: 1,432 Last month
- Docker Downloads: 26
-
Rankings:
- Dependent packages count: 1.252%
- Docker downloads count: 3.526%
- Dependent repos count: 4.004%
- Stargazers count: 4.233%
- Average: 4.25%
- Forks count: 5.045%
- Downloads: 7.442%
- Maintainers (2)
alpine-v3.16: py3-niapy
Python micro framework for building nature-inspired algorithms.
- Homepage: https://github.com/NiaOrg/NiaPy
- Licenses: MIT
- Latest release: 2.0.2-r0 (published over 4 years ago)
- Last Synced: 2026-04-01T13:26:07.088Z (6 months ago)
- Versions: 1
- Dependent Packages: 10
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 5.107%
- Average: 6.801%
- Forks count: 10.289%
- Stargazers count: 11.81%
- Maintainers (1)
Dependencies
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- actions/setup-python v2 composite
- tespkg/actions-cache v1 composite
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- numpy >=1.16.2
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- actions/checkout v6 composite
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- matplotlib >=3.10.8
- numpy >=2.3.5
- openpyxl >=3.1.5
- pandas >=2.3.3
- alabaster 1.0.0
- annotated-types 0.7.0
- anyio 4.12.1
- babel 2.18.0
- bracex 2.6
- bump-my-version 1.2.7
- certifi 2026.1.4
- charset-normalizer 3.4.4
- click 8.3.1
- colorama 0.4.6
- contourpy 1.3.3
- coverage 7.13.4
- cycler 0.12.1
- docutils 0.22.4
- et-xmlfile 2.0.0
- fonttools 4.61.1
- git-changelog 2.7.1
- h11 0.16.0
- httpcore 1.0.9
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- idna 3.11
- imagesize 1.4.1
- iniconfig 2.3.0
- jinja2 3.1.6
- kiwisolver 1.4.9
- markdown-it-py 4.0.0
- markupsafe 3.0.3
- matplotlib 3.10.8
- mdurl 0.1.2
- niapy 2.7.0
- numpy 2.4.2
- openpyxl 3.1.5
- packaging 26.0
- pandas 3.0.1
- pandoc 2.4
- pillow 12.1.1
- platformdirs 4.9.2
- pluggy 1.6.0
- plumbum 1.10.0
- ply 3.11
- prompt-toolkit 3.0.52
- pydantic 2.12.5
- pydantic-core 2.41.5
- pydantic-settings 2.13.1
- pygments 2.19.2
- pyparsing 3.3.2
- pytest 9.0.2
- pytest-cov 7.0.0
- pytest-randomly 4.0.1
- python-dateutil 2.9.0.post0
- python-dotenv 1.2.1
- pywin32 311
- questionary 2.1.1
- requests 2.32.5
- rich 14.3.3
- rich-click 1.9.7
- roman-numerals 4.1.0
- semver 3.0.4
- six 1.17.0
- snowballstemmer 3.0.1
- sphinx 9.0.4
- sphinx 9.1.0
- sphinx-rtd-theme 3.1.0
- sphinxcontrib-applehelp 2.0.0
- sphinxcontrib-devhelp 2.0.0
- sphinxcontrib-htmlhelp 2.1.0
- sphinxcontrib-jquery 4.1
- sphinxcontrib-jsmath 1.0.1
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- sphinxcontrib-serializinghtml 2.0.0
- tomli 2.4.0
- tomlkit 0.14.0
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- typing-inspection 0.4.2
- tzdata 2025.3
- urllib3 2.6.3
- wcmatch 10.1
- wcwidth 0.6.0