https://github.com/dahong67/subspaceclustering.jl
Cluster data points by subspace
Science Score: 26.0%
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○Scientific vocabulary similarity
Low similarity (10.4%) to scientific vocabulary
Repository
Cluster data points by subspace
Basic Info
- Host: GitHub
- Owner: dahong67
- License: mit
- Language: Julia
- Default Branch: main
- Homepage: https://dahong67.github.io/SubspaceClustering.jl/
- Size: 557 KB
Statistics
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 31
- Releases: 0
Metadata Files
README.md
SubspaceClustering: Cluster data points by subspace
👋 This package provides research code and work is ongoing. If you are interested in using it in your own research or in contributing to it, *I'd love to hear from you and collaborate!** Feel free to write: hong@udel.edu*
Data points in many modern datasets lie not along a single low-dimensional subspace, but rather cluster around multiple low-dimensional subspaces (as illustrated above). This is sometimes called "union-of-subspace" structure since the data points lie near the union of these low-dimensional subspaces.
Subspace clustering algorithms seek to cluster the data points by their corresponding subspace - without knowing the subspaces a priori!
Ready to start? Check out the quick start guide!
Owner
- Name: David Hong
- Login: dahong67
- Kind: user
- Location: Newark, DE
- Company: University of Delaware
- Website: https://dahong.gitlab.io
- Repositories: 7
- Profile: https://github.com/dahong67
Assistant Professor in ECE
GitHub Events
Total
- Create event: 7
- Commit comment event: 3
- Release event: 1
- Issues event: 27
- Watch event: 1
- Delete event: 3
- Issue comment event: 17
- Push event: 48
- Pull request review comment event: 62
- Pull request review event: 35
- Pull request event: 13
- Fork event: 2
Last Year
- Create event: 7
- Commit comment event: 3
- Release event: 1
- Issues event: 27
- Watch event: 1
- Delete event: 3
- Issue comment event: 17
- Push event: 48
- Pull request review comment event: 62
- Pull request review event: 35
- Pull request event: 13
- Fork event: 2
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 24
- Total pull requests: 10
- Average time to close issues: about 1 month
- Average time to close pull requests: 13 days
- Total issue authors: 3
- Total pull request authors: 3
- Average comments per issue: 0.08
- Average comments per pull request: 0.7
- Merged pull requests: 4
- Bot issues: 0
- Bot pull requests: 2
Past Year
- Issues: 24
- Pull requests: 10
- Average time to close issues: about 1 month
- Average time to close pull requests: 13 days
- Issue authors: 3
- Pull request authors: 3
- Average comments per issue: 0.08
- Average comments per pull request: 0.7
- Merged pull requests: 4
- Bot issues: 0
- Bot pull requests: 2
Top Authors
Issue Authors
- dahong67 (19)
- Cristy210 (4)
- JuliaTagBot (1)
Pull Request Authors
- Cristy210 (6)
- dependabot[bot] (2)
- dahong67 (2)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
- Total downloads: unknown
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 1
juliahub.com: SubspaceClustering
Cluster data points by subspace
- Homepage: https://dahong67.github.io/SubspaceClustering.jl/
- Documentation: https://docs.juliahub.com/General/SubspaceClustering/stable/
- License: MIT
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Latest release: 0.1.0
published 11 months ago