Science Score: 23.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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✓DOI references
Found 5 DOI reference(s) in README -
✓Academic publication links
Links to: springer.com, wiley.com -
○Committers with academic emails
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○Scientific vocabulary similarity
Low similarity (7.2%) to scientific vocabulary
Repository
An R package for clustering mixed-type data
Basic Info
- Host: GitHub
- Owner: ahfoss
- License: gpl-3.0
- Language: R
- Default Branch: master
- Homepage: https://cran.r-project.org/web/packages/kamila/index.html
- Size: 146 KB
Statistics
- Stars: 16
- Watchers: 3
- Forks: 3
- Open Issues: 14
- Releases: 1
Metadata Files
README.md
kamila 
R package for clustering mixed data. For more information, install the package and run
library(kamila)
?`kamila-package`
from the R terminal. For an in-depth discussion of the challenges involved in clustering mixed-type data, please see our papers: * Foss, Markatou, Ray, and Heching (2016). A semiparametric method for clustering mixed data. Machine Learning, 105(3), 419-458. DOI: 10.1007/s10994-016-5575-7 * Foss and Markatou (2018). kamila: Clustering Mixed-Type Data in R and Hadoop. Journal of Statistical Software, 83(13). DOI: 10.18637/jss.v083.i13 * Foss, Markatou, and Ray (2018). Distance Metrics and Clustering Methods for Mixed-Type Data. International Statistical Review. DOI: 10.1111/insr.12274.
Update May 11, 2020: Update data.frame calls to be compatible with R v4.x.x
Owner
- Login: ahfoss
- Kind: user
- Repositories: 5
- Profile: https://github.com/ahfoss
GitHub Events
Total
Last Year
Committers
Last synced: over 3 years ago
All Time
- Total Commits: 125
- Total Committers: 1
- Avg Commits per committer: 125.0
- Development Distribution Score (DDS): 0.0
Top Committers
| Name | Commits | |
|---|---|---|
| ahfoss | a****s@g****m | 125 |
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 19
- Total pull requests: 1
- Average time to close issues: 4 months
- Average time to close pull requests: about 21 hours
- Total issue authors: 5
- Total pull request authors: 1
- Average comments per issue: 0.16
- Average comments per pull request: 2.0
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- ahfoss (15)
- markhwhiteii (1)
- tingjhenjiang (1)
- carterrees (1)
- jmgirard (1)
Pull Request Authors
- dmallia17 (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- cran 298 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 4
- Total maintainers: 1
cran.r-project.org: kamila
Methods for Clustering Mixed-Type Data
- Homepage: https://github.com/ahfoss/kamila
- Documentation: http://cran.r-project.org/web/packages/kamila/kamila.pdf
- License: GPL-3 | file LICENSE
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Latest release: 0.1.2
published over 6 years ago
Rankings
Maintainers (1)
Dependencies
- R >= 3.0.0 depends
- KernSmooth * imports
- Rcpp * imports
- abind * imports
- gtools * imports
- plyr * imports
- stats * imports
- Hmisc * suggests
- clustMD * suggests
- ggplot2 * suggests
- testthat * suggests