Science Score: 13.0%
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
Found codemeta.json file -
○.zenodo.json file
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○DOI references
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○Academic publication links
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (4.7%) to scientific vocabulary
Last synced: 10 months ago
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JSON representation
Repository
Basic Info
- Host: GitHub
- Owner: ADSIHT
- License: other
- Language: C++
- Default Branch: main
- Size: 1.8 MB
Statistics
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
- Releases: 0
Created over 1 year ago
· Last pushed over 1 year ago
Metadata Files
Readme
Changelog
License
Citation
Support
README.md
ADSIHT
ADSIHT aims to solve the high-dimensional double sparse linear regression problem, that is, a combination of element-wise and group-wise sparsity.
In our paper, we show that our algorithm achieves the minimax optimality with fast linear convergence.
Installation
Installation of the ADSIHT package can be done directly from GitHub:
install.packages("remotes")
remotes::install_github("ADSIHT/ADSIHT")
References
Zhang Yanhang, Zhifan Li, and Jianxin Yin. "A minimax optimal approach to high-dimensional double sparse linear regression." arXiv preprint arXiv:2305.04182 (2023).
Contact
Please direct questions and comments to the issues page.
Owner
- Name: ADSIHT
- Login: ADSIHT
- Kind: organization
- Repositories: 1
- Profile: https://github.com/ADSIHT
GitHub Events
Total
- Watch event: 2
- Push event: 34
- Pull request event: 2
- Create event: 2
Last Year
- Watch event: 2
- Push event: 34
- Pull request event: 2
- Create event: 2
Dependencies
.github/workflows/build.yml
actions
- actions/cache v1 composite
- actions/checkout v1 composite
- r-lib/actions/setup-pandoc v2-branch composite
- r-lib/actions/setup-r v2-branch composite
- r-lib/actions/setup-tinytex v2-branch composite
.github/workflows/docs.yaml
actions
- actions/checkout v2 composite
- r-lib/actions/setup-pandoc v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/test_coverage.yml
actions
- actions/cache v1 composite
- actions/checkout v1 composite
- r-lib/actions/setup-pandoc v2-branch composite
- r-lib/actions/setup-r v2-branch composite
- r-lib/actions/setup-tinytex v2-branch composite
DESCRIPTION
cran
- R >= 3.4.0 depends
- MASS * imports
- Rcpp * imports
- mvnfast * imports
- knitr * suggests
- rmarkdown * suggests
- testthat * suggests