Package: fastadi 0.1.1
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', <https://amstat.tandfonline.com/doi/abs/10.1080/10618600.2018.1518238>. 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_0.1.1.tar.gz
fastadi_0.1.1.tar.gz(r-4.5-noble)fastadi_0.1.1.tar.gz(r-4.4-noble)
fastadi_0.1.1.tgz(r-4.4-emscripten)fastadi_0.1.1.tgz(r-4.3-emscripten)
fastadi.pdf |fastadi.html✨
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
Last updated 2 years agofrom:ef09f2312e. Checks:OK: 1 NOTE: 1. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 10 2024 |
| R-4.5-linux-x86_64 | NOTE | Dec 10 2024 |
Exports:adaptive_imputeadaptive_initializecitation_impute
Dependencies:ellipsisgluelatticeloggerLRMF3MatrixRcppRcppArmadilloRcppEigenrlangRSpectra
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 |
