JOSS: https://github.com/giotto-ai/giotto-deep
computational-geometry deep-learning image-processing nlp pytorch tda
Score: 10.205368344387722
Last synced: about 15 hours ago
JSON representation
Repository metadata:
Deep learning made topological.
- Host: GitHub
- URL: https://github.com/giotto-ai/giotto-deep
- Owner: giotto-ai
- License: other
- Created: 2019-11-06T16:14:24.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2024-07-25T10:36:27.000Z (almost 2 years ago)
- Last Synced: 2026-04-05T08:37:55.135Z (3 months ago)
- Topics: computational-geometry, deep-learning, image-processing, nlp, pytorch, tda
- Language: Python
- Homepage:
- Size: 102 MB
- Stars: 92
- Watchers: 3
- Forks: 12
- Open Issues: 6
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.rst
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.rst
- Governance: GOVERNANCE.rst
Owner metadata:
- Name: giotto.ai
- Login: giotto-ai
- Email: maintainers@giotto.ai
- Kind: organization
- Description: Adding a third dimension to AI
- Website: https://giotto.ai
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/57436326?v=4
- Repositories: 11
- Last Synced at: 2023-03-05T01:44:45.651Z
- Profile URL: https://github.com/giotto-ai
GitHub Events
Total
- Watch event: 8
- Total: 8
Last Year
- Watch event: 5
- Total: 5
Committers metadata
Last synced: 6 months ago
Total Commits: 802
Total Committers: 12
Avg Commits per committer: 66.833
Development Distribution Score (DDS): 0.507
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 | |
|---|---|---|
| matteocao | m****s@g****i | 395 |
| raphaelreinauer | r****r@g****m | 256 |
| matteocao | 3****o | 61 |
| Abdul Jabbar | a****r@n****i | 22 |
| Raphael Reinauer | r****r@e****h | 21 |
| nberkouk | b****s@m****l | 18 |
| hkirvesl | h****i@e****h | 16 |
| Anthony I. Jaccard | a****d@h****h | 5 |
| nberkouk | 4****k | 4 |
| Matthias Kemper | m****8@i****e | 2 |
| act-reds | a****s@h****h | 1 |
| Sydney Hauke | s****e@h****h | 1 |
Issue and Pull Request metadata
Last synced: 10 months ago
Total issues: 53
Total pull requests: 56
Average time to close issues: 3 months
Average time to close pull requests: 30 days
Total issue authors: 10
Total pull request authors: 9
Average comments per issue: 1.43
Average comments per pull request: 1.86
Merged pull request: 37
Bot issues: 0
Bot pull requests: 3
Past year issues: 1
Past year pull requests: 1
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 1
Past year pull request authors: 1
Past year average comments per issue: 1.0
Past year average comments per pull request: 1.0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 1
Top Issue Authors
- raphaelreinauer (32)
- matteocao (12)
- AnthoJack (2)
- SauravMaheshkar (1)
- hkirvesl (1)
- WurmD (1)
- shamsvahid2 (1)
- sehunfromdaegu (1)
- fbarfi (1)
- nberkouk (1)
Top Pull Request Authors
- raphaelreinauer (31)
- matteocao (7)
- dependabot[bot] (5)
- AnthoJack (4)
- nberkouk (4)
- hkirvesl (3)
- giotto-learn (3)
- yorickbrunet (1)
- sydneyhauke (1)
Top Issue Labels
- enhancement (23)
- bug (15)
- mid priority (11)
- top priority (7)
- documentation (6)
- low priority (5)
- good first issue (1)
- code_refactoring (1)
Top Pull Request Labels
- dependencies (5)
- enhancement (3)
- code_refactoring (2)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 22 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 4
- Total maintainers: 1
pypi.org: giotto-deep
Toolbox for Deep Learning and Topological Data Analysis.
- Homepage: https://github.com/giotto-ai/giotto-deep
- Documentation: https://giotto-deep.readthedocs.io/
- Licenses: GNU AGPLv3
- Latest release: 0.0.4 (published over 2 years ago)
- Last Synced: 2025-12-25T08:22:22.709Z (6 months ago)
- Versions: 4
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 22 Last month
-
Rankings:
- Dependent packages count: 6.633%
- Stargazers count: 10.098%
- Forks count: 12.797%
- Average: 17.886%
- Downloads: 29.293%
- Dependent repos count: 30.611%
- Maintainers (1)
Dependencies
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/checkout v3 composite
- docker/login-action v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/upload-artifact v2 composite
- orgoro/coverage v3 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/upload-artifact v2 composite
- orgoro/coverage v3 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- ubuntu 20.04 build
- matteocao/giotto-deep gdeep-lab build
- ubuntu latest build
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- torch *
- torch_tb_profiler *
- torchvision *
- Pillow *
- captum *
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- einops *
- giotto-ph *
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- torch-tb-profiler *
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- wget *