Science Score: 20.0%
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
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✓Academic publication links
Links to: arxiv.org -
✓Committers with academic emails
1 of 1 committers (100.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (8.3%) to scientific vocabulary
Last synced: 10 months ago
·
JSON representation
Repository
A Path-Based BCD for Proximal Function of Latent Group Lasso
Basic Info
- Host: GitHub
- Owner: yanxht
- Language: R
- Default Branch: master
- Size: 241 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Created over 8 years ago
· Last pushed about 8 years ago
Metadata Files
Readme
README.Rmd
---
output: github_document
---
```{r, echo = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "README-"
)
```
# hsm
The R package implements the algorithm for solving proximal operator of the latent group lasso, introduced as Algorithm 4 in Yan, X. and Bien, J. (2017) ["Hierarchical Sparse Modeling: A Choice of Two Group Lasso Formulations"](https://arxiv.org/pdf/1512.01631.pdf).
To install `hsm` using the [devtools](https://cran.r-project.org/web/packages/devtools/index.html) R package, type
```{r gh-installation, eval = FALSE}
devtools::install_github("yanxht/hsm", build_vignettes = TRUE)
```
in R. This installs `hsm` and builds its vignette. Learn to use `hsm` with its vignette by typing
```{r, eval = FALSE}
vignette("hsm-vignette")
```
in R.
Owner
- Name: Xiaohan Yan
- Login: yanxht
- Kind: user
- Location: Seattle, WA
- Company: Microsoft
- Repositories: 2
- Profile: https://github.com/yanxht
Data Scientist
GitHub Events
Total
Last Year
Committers
Last synced: over 3 years ago
All Time
- Total Commits: 7
- Total Committers: 1
- Avg Commits per committer: 7.0
- Development Distribution Score (DDS): 0.0
Top Committers
| Name | Commits | |
|---|---|---|
| yanxht | x****7@c****u | 7 |
Committer Domains (Top 20 + Academic)
cornell.edu: 1
Packages
- Total packages: 1
- Total downloads: unknown
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 2
cran.r-project.org: hsm
A Path-Based BCD for Proximal Function of Latent Group Lasso
- Homepage: https://github.com/yanxht/hsm
- Documentation: http://cran.r-project.org/web/packages/hsm/hsm.pdf
- License: GPL-3
- Status: removed
-
Latest release: 0.2.0
published over 8 years ago
Rankings
Forks count: 28.8%
Dependent packages count: 29.8%
Stargazers count: 35.2%
Dependent repos count: 35.5%
Average: 43.8%
Downloads: 89.7%
Last synced:
about 3 years ago
Dependencies
DESCRIPTION
cran
- R >= 3.2.1 depends
- knitr * suggests