Package: fastadi 0.1.2
Alex Hayes
fastadi: Self-Tuning Data Adaptive Matrix Imputation
Implements the AdaptiveImpute matrix completion algorithm of 'Intelligent Initialization and Adaptive Thresholding for Iterative Matrix Completion' <doi:10.1080/10618600.2018.1518238> as well as the specialized variant of 'Co-Factor Analysis of Citation Networks' <doi:10.1080/10618600.2024.2394464>. AdaptiveImpute is useful for embedding sparsely observed matrices, often out performs competing matrix completion algorithms, and self-tunes its hyperparameter, making usage easy.
Authors:
fastadi_0.1.2.tar.gz
fastadi_0.1.2.tar.gz(r-4.7-arm64)fastadi_0.1.2.tar.gz(r-4.7-x86_64)fastadi_0.1.2.tar.gz(r-4.6-arm64)fastadi_0.1.2.tar.gz(r-4.6-x86_64)
fastadi_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
fastadi/json (API)
NEWS
| # Install 'fastadi' in R: |
| install.packages('fastadi', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rohelab/fastadi/issues
Pkgdown/docs site:https://rohelab.github.io
Last updated from:d83af5e425. Checks:6 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 186 | ||
| linux-devel-x86_64 | OK | 190 | ||
| source / vignettes | OK | 278 | ||
| linux-release-arm64 | OK | 177 | ||
| linux-release-x86_64 | OK | 182 | ||
| wasm-release | OK | 182 |
Exports:adaptive_imputeadaptive_initializecitation_imputecitation_impute2
Dependencies:gluelatticeloggerLRMF3MatrixRcppRcppArmadilloRcppEigenrlangRSpectra
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Create an Adaptive Imputation object | adaptive_imputation |
| AdaptiveImpute | adaptive_impute adaptive_impute.LRMF adaptive_impute.sparseMatrix |
| AdaptiveInitialize | adaptive_initialize adaptive_initialize.sparseMatrix |
| CitationImpute | citation_impute citation_impute.LRMF citation_impute.sparseMatrix |
| CitationImpute | citation_impute2 citation_impute2.LRMF citation_impute2.sparseMatrix |
