geometricclusteranalysis.jl
Geometric methods for Cluster Analysis
Science Score: 54.0%
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✓CITATION.cff file
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✓codemeta.json file
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✓Committers with academic emails
2 of 5 committers (40.0%) from academic institutions -
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (11.0%) to scientific vocabulary
Keywords
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Repository
Geometric methods for Cluster Analysis
Basic Info
- Host: GitHub
- Owner: pnavaro
- License: mit
- Language: Julia
- Default Branch: main
- Homepage: https://pnavaro.github.io/GeometricClusterAnalysis.jl/dev
- Size: 84.3 MB
Statistics
- Stars: 4
- Watchers: 1
- Forks: 0
- Open Issues: 11
- Releases: 0
Topics
Metadata Files
README.md
GeometricClusterAnalysis.jl
Julia implementation of data clustering using underlying geometric and topological features.
WARNING: This package is not registered and may be subject to breaking changes anytime.
Documentation: 
Installation
Download Julia. Try the package with
bash
git clone https://github.com/pnavaro/GeometricClusterAnalysis.jl
cd GeometricClusterAnalysis.jl
julia --project
julia
import Pkg
Pkg.instantiate()
include("examples/two_spirals.jl")
Clustering Algorithms
- K-plm
- K-pdtm
- ToMaTo
See Also
Topological Data Analysis - Ripserer.jl - PersistenceDiagrams.jl - ClusteringToMaTo.jl - RobustTDA.jl - JuliaTDA: Topological Data Analysis in Julia - TDA.jl: the project seems to have been abandoned, but there are still some interesting implementations in the source code.
Julia packages providing clustering methods: - Clustering.jl - ClusterAnalysis.jl - ParallelKMeans.jl - QuickShiftClustering.jl - SpectralClustering.jl
Owner
- Name: Pierre Navaro
- Login: pnavaro
- Kind: user
- Location: Rennes
- Company: CNRS
- Website: https://perso.univ-rennes1.fr/pierre.navaro/
- Repositories: 14
- Profile: https://github.com/pnavaro
Scientific Software Engineer, Institut de Recherche Mathématique de Rennes, France.
Citation (CITATION.bib)
@unpublished{brecheteau:hal-02266408,
TITLE = {{A k-points-based distance for robust geometric inference}},
AUTHOR = {Br{\'e}cheteau, Claire and Levrard, Cl{\'e}ment},
URL = {https://hal.archives-ouvertes.fr/hal-02266408},
NOTE = {working paper or preprint},
YEAR = {2019},
MONTH = Aug,
PDF = {https://hal.archives-ouvertes.fr/hal-02266408/file/k_PDTM_version_finale_arxiv2.pdf},
HAL_ID = {hal-02266408},
HAL_VERSION = {v1},
}
GitHub Events
Total
- Delete event: 1
- Issue comment event: 1
- Push event: 1
- Pull request event: 1
- Create event: 1
Last Year
- Delete event: 1
- Issue comment event: 1
- Push event: 1
- Pull request event: 1
- Create event: 1
Committers
Last synced: 7 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Pierre Navaro | p****o@m****r | 408 |
| Claire Brécheteau | c****u@u****r | 20 |
| github-actions[bot] | 4****] | 7 |
| clairebrecheteau | 9****u | 4 |
| dependabot[bot] | 4****] | 4 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 7 months ago
All Time
- Total issues: 25
- Total pull requests: 29
- Average time to close issues: 4 months
- Average time to close pull requests: 3 days
- Total issue authors: 2
- Total pull request authors: 4
- Average comments per issue: 1.12
- Average comments per pull request: 0.34
- Merged pull requests: 20
- Bot issues: 0
- Bot pull requests: 19
Past Year
- Issues: 2
- Pull requests: 7
- Average time to close issues: 5 days
- Average time to close pull requests: 2 days
- Issue authors: 1
- Pull request authors: 2
- Average comments per issue: 0.5
- Average comments per pull request: 1.0
- Merged pull requests: 6
- Bot issues: 0
- Bot pull requests: 5
Top Authors
Issue Authors
- clairebrecheteau (20)
- pnavaro (5)
Pull Request Authors
- github-actions[bot] (14)
- pnavaro (9)
- dependabot[bot] (9)
- clairebrecheteau (3)
Top Labels
Issue Labels
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Dependencies
- actions/cache v1 composite
- actions/checkout v2 composite
- julia-actions/julia-buildpkg latest composite
- julia-actions/julia-docdeploy latest composite
- julia-actions/julia-runtest latest composite
- julia-actions/setup-julia v1 composite
- r-lib/actions/setup-r v2 composite