Package: bigutilsr 0.3.11
bigutilsr: Utility Functions for Large-scale Data
Utility functions for large-scale data. For now, package 'bigutilsr' mainly includes functions for outlier detection and unbiased PCA projection.
Authors:
bigutilsr_0.3.11.tar.gz
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bigutilsr_0.3.11.tgz(r-4.6-x86_64)bigutilsr_0.3.11.tgz(r-4.6-arm64)bigutilsr_0.3.11.tgz(r-4.5-x86_64)bigutilsr_0.3.11.tgz(r-4.5-arm64)
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bigutilsr_0.3.11.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
bigutilsr/json (API)
| # Install 'bigutilsr' in R: |
| install.packages('bigutilsr', repos = c('https://privefl.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/privefl/bigutilsr/issues
Last updated from:6afb5f4def. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 197 | ||
| linux-devel-x86_64 | OK | 197 | ||
| source / vignettes | OK | 209 | ||
| linux-release-arm64 | OK | 181 | ||
| linux-release-x86_64 | OK | 188 | ||
| macos-release-arm64 | OK | 177 | ||
| macos-release-x86_64 | OK | 287 | ||
| macos-oldrel-arm64 | OK | 239 | ||
| macos-oldrel-x86_64 | OK | 276 | ||
| windows-devel | OK | 211 | ||
| windows-release | OK | 223 | ||
| windows-oldrel | OK | 214 | ||
| wasm-release | OK | 134 |
Exports:as_model_matrixcovRobcovrob_ogkdist_ogkgeometric_medianhist_outknn_parallelLOFmaha_transnclass.scottRobpca_nspikepca_OADP_projpca_OADP_proj2prob_distprocrustesregul_glassorollmeansolve_linear_systemsvdstukey_mc_upvarimax2
Dependencies:BHbigassertrbigparallelrcodetoolsDEoptimRdoParallelflockforeachiteratorslatticeMatrixnaborparallellyRcppRcppArmadilloRcppEigenRhpcBLASctlrobustbaseRSpectra
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Transform a data frame | as_model_matrix |
| Deprecated | covRob |
| Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK) | covrob_ogk dist_ogk |
| Geometric median | geometric_median |
| Outlier detection (histogram) | hist_out |
| Find K nearest neighbours for multiple query points | knn_parallel |
| Local Outlier Factor (LOF) | LOF |
| Transform matrix | maha_trans |
| Compute the Number of Classes for a Histogram | nclass.scottRob |
| Number of spikes in PCA | pca_nspike |
| OADP projection | pca_OADP_proj pca_OADP_proj2 |
| Predict method | predict.Procrustes |
| Probabilistic set distance | prob_dist |
| Procrustes transform | procrustes |
| Regularization with the graphical lasso | regul_glasso |
| Gaussian smoothing | rollmean |
| Solve (A + lam I) x = b | solve_linear_system |
| Outlier detection threshold (upper) | tukey_mc_up |
| Varimax rotation | varimax2 |
