Package: IterativeHardThresholding 1.0.2
IterativeHardThresholding: Iterative Hard Thresholding Extensions to Cyclops
Fits large-scale regression models with a penalty that restricts the maximum number of non-zero regression coefficients to a prespecified value. While Chu et al (2020) <doi:10.1093/gigascience/giaa044> describe the basic algorithm, this package uses Cyclops for an efficient implementation.
Authors:
IterativeHardThresholding_1.0.2.tar.gz
IterativeHardThresholding_1.0.2.zip(r-4.5)IterativeHardThresholding_1.0.2.zip(r-4.4)IterativeHardThresholding_1.0.2.zip(r-4.3)
IterativeHardThresholding_1.0.2.tgz(r-4.4-any)IterativeHardThresholding_1.0.2.tgz(r-4.3-any)
IterativeHardThresholding_1.0.2.tar.gz(r-4.5-noble)IterativeHardThresholding_1.0.2.tar.gz(r-4.4-noble)
IterativeHardThresholding_1.0.2.tgz(r-4.4-emscripten)IterativeHardThresholding_1.0.2.tgz(r-4.3-emscripten)
IterativeHardThresholding.pdf |IterativeHardThresholding.html✨
IterativeHardThresholding/json (API)
NEWS
# Install 'IterativeHardThresholding' in R: |
install.packages('IterativeHardThresholding', repos = c('https://msuchard.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:2f8042d2d3. Checks:OK: 5 NOTE: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 23 2024 |
R-4.5-win | NOTE | Nov 23 2024 |
R-4.5-linux | NOTE | Nov 23 2024 |
R-4.4-win | OK | Nov 23 2024 |
R-4.4-mac | OK | Nov 23 2024 |
R-4.3-win | OK | Nov 23 2024 |
R-4.3-mac | OK | Nov 23 2024 |
Exports:createFastIhtPriorcreateIhtPrior
Dependencies:Andromedabitbit64blobcachemclicpp11CyclopsDBIdbplyrdplyrfansifastmapgenericsgluehmsjsonlitelatticelifecyclemagrittrMatrixmemoiseParallelLoggerpillarpkgconfigplogrpurrrR6RcppRcppEigenRcppParallelrlangRSQLitesnowstringistringrsurvivaltibbletidyrtidyselectutf8vctrswithrxml2zip
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Create a fastIHT Cyclops prior object | createFastIhtPrior |
Create an IHT Cyclops prior object | createIhtPrior |