Package: fastcluster 1.2.6
fastcluster: Fast Hierarchical Clustering Routines for R and 'Python'
This is a two-in-one package which provides interfaces to both R and 'Python'. It implements fast hierarchical, agglomerative clustering routines. Part of the functionality is designed as drop-in replacement for existing routines: linkage() in the 'SciPy' package 'scipy.cluster.hierarchy', hclust() in R's 'stats' package, and the 'flashClust' package. It provides the same functionality with the benefit of a much faster implementation. Moreover, there are memory-saving routines for clustering of vector data, which go beyond what the existing packages provide. For information on how to install the 'Python' files, see the file INSTALL in the source distribution. Based on the present package, Christoph Dalitz also wrote a pure 'C++' interface to 'fastcluster': <https://lionel.kr.hs-niederrhein.de/~dalitz/data/hclust/>.
Authors:
fastcluster_1.2.6.tar.gz
fastcluster_1.2.6.zip(r-4.5)fastcluster_1.2.6.zip(r-4.4)fastcluster_1.2.6.zip(r-4.3)
fastcluster_1.2.6.tgz(r-4.4-x86_64)fastcluster_1.2.6.tgz(r-4.4-arm64)fastcluster_1.2.6.tgz(r-4.3-x86_64)fastcluster_1.2.6.tgz(r-4.3-arm64)
fastcluster_1.2.6.tar.gz(r-4.5-noble)fastcluster_1.2.6.tar.gz(r-4.4-noble)
fastcluster_1.2.6.tgz(r-4.4-emscripten)fastcluster_1.2.6.tgz(r-4.3-emscripten)
fastcluster.pdf |fastcluster.html✨
fastcluster/json (API)
NEWS
| # Install 'fastcluster' in R: |
| install.packages('fastcluster', repos = c('https://dmuellner.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 10 months agofrom:41c5567ec8. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 08 2024 |
| R-4.5-win-x86_64 | OK | Nov 08 2024 |
| R-4.5-linux-x86_64 | OK | Nov 08 2024 |
| R-4.4-win-x86_64 | OK | Nov 08 2024 |
| R-4.4-mac-x86_64 | OK | Nov 08 2024 |
| R-4.4-mac-aarch64 | OK | Nov 08 2024 |
| R-4.3-win-x86_64 | OK | Nov 08 2024 |
| R-4.3-mac-x86_64 | OK | Nov 08 2024 |
| R-4.3-mac-aarch64 | OK | Nov 08 2024 |
Exports:hclusthclust.vector
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fast hierarchical, agglomerative clustering routines for R and Python | fastcluster-package fastcluster |
| Fast hierarchical, agglomerative clustering of dissimilarity data | hclust |
| Fast hierarchical, agglomerative clustering of vector data | hclust.vector |
