Package: ivaBSS 1.0.0
Mika Sipilä
ivaBSS: Tools for Independent Vector Analysis
Independent vector analysis (IVA) is a blind source separation (BSS) model where several datasets are jointly unmixed. This package provides several methods for the unmixing together with some performance measures. For details, see Anderson et al. (2011) <doi:10.1109/TSP.2011.2181836> and Lee et al. (2007) <doi:10.1016/j.sigpro.2007.01.010>.
Authors:
ivaBSS_1.0.0.tar.gz
ivaBSS_1.0.0.tar.gz(r-4.5-noble)ivaBSS_1.0.0.tar.gz(r-4.4-noble)
ivaBSS_1.0.0.tgz(r-4.4-emscripten)ivaBSS_1.0.0.tgz(r-4.3-emscripten)
ivaBSS.pdf |ivaBSS.html✨
ivaBSS/json (API)
NEWS
| # Install 'ivaBSS' in R: |
| install.packages('ivaBSS', repos = c('https://cran.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 3 years agofrom:3325b23f4f. Checks:2 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 13 2025 |
| R-4.5-linux | OK | Feb 13 2025 |
Exports:avg_ISIcoef.ivacomponents.ivafastIVAjbss_achievedjoint_ISINewtonIVAplot.ivapredict.ivaprint.ivasummary.iva
Dependencies:BSSprepRcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Tools for Independent Vector Analysis | ivaBSS-package ivaBSS |
| Average Intersymbol Inference | avg_ISI |
| Coefficient of the Object of Class iva | coef.iva |
| Components of the Object of Class iva | components.iva |
| Fast Fixed-point IVA Algorithm | fastIVA |
| JBSS Achieved | jbss_achieved |
| Joint Intersymbol Inference | joint_ISI |
| Newton Update Based IVA Algorithm | NewtonIVA |
| Plotting an Object of Class iva | plot.iva |
| Predict Method for Object of Class iva | predict.iva |
| Print an Object of Class iva | print.iva |
| Summarize an Object of Class iva | summary.iva |