Package: lowmemtkmeans 0.1.3
lowmemtkmeans: Low Memory Use Trimmed K-Means
Performs the trimmed k-means clustering algorithm with lower memory use. It also provides a number of utility functions such as BIC calculations.
Authors:
lowmemtkmeans_0.1.3.tar.gz
lowmemtkmeans_0.1.3.zip(r-4.5)lowmemtkmeans_0.1.3.zip(r-4.4)lowmemtkmeans_0.1.3.zip(r-4.3)
lowmemtkmeans_0.1.3.tgz(r-4.4-x86_64)lowmemtkmeans_0.1.3.tgz(r-4.4-arm64)lowmemtkmeans_0.1.3.tgz(r-4.3-x86_64)lowmemtkmeans_0.1.3.tgz(r-4.3-arm64)
lowmemtkmeans_0.1.3.tar.gz(r-4.5-noble)lowmemtkmeans_0.1.3.tar.gz(r-4.4-noble)
lowmemtkmeans_0.1.3.tgz(r-4.4-emscripten)lowmemtkmeans_0.1.3.tgz(r-4.3-emscripten)
lowmemtkmeans.pdf |lowmemtkmeans.html✨
lowmemtkmeans/json (API)
NEWS
| # Install 'lowmemtkmeans' in R: |
| install.packages('lowmemtkmeans', repos = c('https://andrewthomasjones.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/andrewthomasjones/lowmemtkmeans/issues
Last updated 6 years agofrom:64d0797ac6. Checks:OK: 1 NOTE: 8. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 08 2024 |
| R-4.5-win-x86_64 | NOTE | Sep 08 2024 |
| R-4.5-linux-x86_64 | NOTE | Sep 08 2024 |
| R-4.4-win-x86_64 | NOTE | Sep 08 2024 |
| R-4.4-mac-x86_64 | NOTE | Sep 08 2024 |
| R-4.4-mac-aarch64 | NOTE | Sep 08 2024 |
| R-4.3-win-x86_64 | NOTE | Sep 08 2024 |
| R-4.3-mac-x86_64 | NOTE | Sep 08 2024 |
| R-4.3-mac-aarch64 | NOTE | Sep 08 2024 |
Exports:cluster_BICnearest_clusterscale_mat_inplacetkmeans
Dependencies:RcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Calculates BIC for a given clustering. | cluster_BIC |
| Allocates each rw (observation) in data to the nearest cluster centre. | nearest_cluster |
| Rescales a matrix in place. | scale_mat_inplace |
| Trimmed k-means clustering | tkmeans |
