ExpFamilyPCA.jl: A Julia Package for Exponential Family Principal Component Analysis
ExpFamilyPCA.jl: A Julia Package for Exponential Family Principal Component Analysis - Published in JOSS (2025)
https://github.com/sisl/expfamilypca.jl
Keywords
compression compression-algorithm denoising dimensionality-reduction epca exponential-family interpretability julia machine-learning pca principal-component-analysis reinforcement-learning signal-processing
Keywords from Contributors
ode composibility transforms archiving measur projection generic animals parallel conversion
Last synced: 3 months ago
JSON representation
Acceptance Criteria
- Revelant topics? false
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
A Julia package for exponential family principal component analysis (EPCA).
- Host: GitHub
- URL: https://github.com/sisl/expfamilypca.jl
- Owner: sisl
- License: mit
- Created: 2024-02-24T23:27:40.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2025-08-18T00:53:45.000Z (5 months ago)
- Last Synced: 2025-10-19T22:51:09.574Z (3 months ago)
- Topics: compression, compression-algorithm, denoising, dimensionality-reduction, epca, exponential-family, interpretability, julia, machine-learning, pca, principal-component-analysis, reinforcement-learning, signal-processing
- Language: Julia
- Homepage: https://sisl.github.io/ExpFamilyPCA.jl/
- Size: 17.8 MB
- Stars: 10
- Watchers: 3
- Forks: 2
- Open Issues: 1
- Releases: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Citation: CITATION.cff
Owner metadata
- Name: Stanford Intelligent Systems Laboratory
- Login: sisl
- Email:
- Kind: organization
- Description:
- Website: sisl.stanford.edu
- Location: Stanford, CA
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/6294054?v=4
- Repositories: 236
- Last ynced at: 2024-03-24T17:10:13.175Z
- Profile URL: https://github.com/sisl
GitHub Events
Total
- Create event: 10
- Commit comment event: 7
- Release event: 6
- Issues event: 14
- Watch event: 7
- Delete event: 9
- Issue comment event: 57
- Push event: 110
- Pull request event: 9
- Fork event: 2
Last Year
- Create event: 10
- Commit comment event: 7
- Release event: 6
- Issues event: 14
- Watch event: 7
- Delete event: 9
- Issue comment event: 57
- Push event: 110
- Pull request event: 9
- Fork event: 2
Committers metadata
Last synced: 3 months ago
Total Commits: 243
Total Committers: 4
Avg Commits per committer: 60.75
Development Distribution Score (DDS): 0.029
Commits in past year: 49
Committers in past year: 2
Avg Commits per committer in past year: 24.5
Development Distribution Score (DDS) in past year: 0.082
| Name | Commits | |
|---|---|---|
| Logan Bhamidipaty | l****0@g****m | 236 |
| Guillaume Dalle | 2****e | 4 |
| dependabot[bot] | 4****] | 2 |
| CompatHelper Julia | c****y@j****g | 1 |
Committer domains:
Issue and Pull Request metadata
Last synced: 4 months ago
Total issues: 5
Total pull requests: 25
Average time to close issues: 25 days
Average time to close pull requests: 7 days
Total issue authors: 3
Total pull request authors: 4
Average comments per issue: 8.8
Average comments per pull request: 0.32
Merged pull request: 11
Bot issues: 0
Bot pull requests: 18
Past year issues: 5
Past year pull requests: 16
Past year average time to close issues: 25 days
Past year average time to close pull requests: 2 days
Past year issue authors: 3
Past year pull request authors: 4
Past year average comments per issue: 8.8
Past year average comments per pull request: 0.44
Past year merged pull request: 10
Past year bot issues: 0
Past year bot pull requests: 9
Top Issue Authors
- gdalle (4)
- FlyingWorkshop (2)
- JuliaTagBot (1)
Top Pull Request Authors
- github-actions[bot] (24)
- dependabot[bot] (7)
- FlyingWorkshop (4)
- gdalle (3)
Top Issue Labels
Top Pull Request Labels
- dependencies (7)
Package metadata
- Total packages: 1
-
Total downloads:
- julia: 14 total
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 6
juliahub.com: ExpFamilyPCA
A Julia package for exponential family principal component analysis (EPCA).
- Homepage: https://sisl.github.io/ExpFamilyPCA.jl/
- Documentation: https://docs.juliahub.com/General/ExpFamilyPCA/stable/
- Licenses: MIT
- Latest release: 2.0.3 (published about 1 year ago)
- Last Synced: 2025-10-26T00:05:58.387Z (3 months ago)
- Versions: 6
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 14 Total
-
Rankings:
- Dependent repos count: 3.227%
- Downloads: 3.81%
- Average: 7.782%
- Dependent packages count: 16.308%
Dependencies
- actions/checkout v4 composite
- julia-actions/cache v1 composite
- julia-actions/julia-buildpkg v1 composite
- julia-actions/julia-runtest v1 composite
- julia-actions/setup-julia v1 composite
- JuliaRegistries/TagBot v1 composite
- actions/checkout v4 composite
- actions/upload-artifact v1 composite
- openjournals/openjournals-draft-action master composite
Score: 6.423246963533519