JOSS: https://github.com/beringresearch/ivis
data-visualization dimensionality-reduction machine-learning neural-network siamese-neural-network
Score: 15.168519556835125
Last synced: about 7 hours ago
JSON representation
Repository metadata:
Dimensionality reduction in very large datasets using Siamese Networks
- Host: GitHub
- URL: https://github.com/beringresearch/ivis
- Owner: beringresearch
- License: apache-2.0
- Created: 2018-08-13T08:31:01.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2025-11-10T01:13:49.000Z (8 months ago)
- Last Synced: 2026-03-30T07:32:54.561Z (3 months ago)
- Topics: data-visualization, dimensionality-reduction, machine-learning, neural-network, siamese-neural-network
- Language: Python
- Homepage: https://beringresearch.github.io/ivis/
- Size: 35.3 MB
- Stars: 343
- Watchers: 12
- Forks: 43
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
Owner metadata:
- Name: beringresearch
- Login: beringresearch
- Email:
- Kind: user
- Description:
- Website: http://beringresearch.com
- Location:
- Twitter:
- Company: Bering Limited
- Icon url: https://avatars.githubusercontent.com/u/14840322?u=0589fd0e02810f3425adc1bac4fe574f3c586fa1&v=4
- Repositories: 8
- Last Synced at: 2023-03-05T01:54:31.040Z
- Profile URL: https://github.com/beringresearch
GitHub Events
Total
- Fork event: 2
- Issue comment event: 1
- Push event: 1
- Watch event: 6
- Total: 10
Last Year
- Fork event: 1
- Issue comment event: 1
- Push event: 1
- Watch event: 4
- Total: 7
Committers metadata
Last synced: 3 months ago
Total Commits: 562
Total Committers: 10
Avg Commits per committer: 56.2
Development Distribution Score (DDS): 0.477
Commits in past year: 1
Committers in past year: 1
Avg Commits per committer in past year: 1.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Szubie | b****t@g****m | 294 |
| idroz | i****v@b****m | 242 |
| Igor Matheus Souza Moreira | i****m@g****m | 13 |
| beringresearch | i****v@g****m | 4 |
| Kevin Rue-Albrecht | k****7@g****m | 3 |
| Ignat Drozdov | i****t@I****l | 2 |
| candalfigomoro | c****o@o****m | 1 |
| John Sheffield | s****e | 1 |
| Eugene Scherba | e****a@g****m | 1 |
| Ignat Drozdov | i****v@c****d | 1 |
Issue and Pull Request metadata
Last synced: 4 months ago
Total issues: 54
Total pull requests: 53
Average time to close issues: about 1 month
Average time to close pull requests: about 11 hours
Total issue authors: 35
Total pull request authors: 11
Average comments per issue: 3.15
Average comments per pull request: 0.34
Merged pull request: 49
Bot issues: 0
Bot pull requests: 0
Past year issues: 1
Past year pull requests: 0
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: 0
Past year average comments per issue: 2.0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- idroz (8)
- candalfigomoro (4)
- SaskiaFreytag (4)
- kevinrue (4)
- imatheussm (3)
- sheffe (2)
- Szubie (1)
- vjcitn (1)
- bitcometz (1)
- ZHUGUODONG1 (1)
- paul-harambee (1)
- olarterodriguezivan (1)
- r0f1 (1)
- mihajenko (1)
- ForrestCKoch (1)
Top Pull Request Authors
- idroz (22)
- Szubie (17)
- imatheussm (4)
- kevinrue (3)
- sheffe (1)
- wna26 (1)
- candalfigomoro (1)
- spiderrobot (1)
- guyong824 (1)
- escherba (1)
- DaDaGuai-hwm (1)
Top Issue Labels
- discussion (4)
- bug (3)
- enhancement (2)
- R (1)
- question (1)
- help wanted (1)
Top Pull Request Labels
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 1,106 last-month
- Total dependent packages: 1
- Total dependent repositories: 7
- Total versions: 32
- Total maintainers: 1
pypi.org: ivis
Artificial neural network-driven visualization of high-dimensional data using triplets.
- Homepage: http://github.com/beringresearch/ivis
- Documentation: https://ivis.readthedocs.io/
- Licenses: Apache License, Version 2.0
- Latest release: 2.0.11 (published about 2 years ago)
- Last Synced: 2026-04-03T09:01:13.530Z (3 months ago)
- Versions: 32
- Dependent Packages: 1
- Dependent Repositories: 7
- Downloads: 1,106 Last month
-
Rankings:
- Stargazers count: 3.62%
- Dependent packages count: 4.781%
- Dependent repos count: 5.544%
- Forks count: 6.275%
- Average: 6.948%
- Downloads: 14.519%
- Maintainers (1)
Dependencies
- R >= 3.2.3 depends
- reticulate * imports
- Seurat * suggests
- TENxPBMCData * suggests
- knitr * suggests
- rmarkdown * suggests
- testthat * suggests
- Cython *
- sphinx *
- annoy >=1.15.2
- dill *
- numpy *
- scikit-learn >0.20.0
- tensorflow >=1.13.1
- tqdm *
- annoy >=1.15.2
- dill *
- numpy *
- scikit-learn >0.20.0
- tqdm *
- actions/checkout v3 composite
- actions/setup-python v3 composite
- peaceiris/actions-gh-pages v3 composite
- actions/checkout v4 composite
- actions/setup-python v4 composite