Package: repsim 0.1.0
repsim: Measures of Representational Similarity Across Models
Provides a collection of methods for quantifying representational similarity between learned features or multivariate data. The package offers an efficient 'C++' backend, designed for applications in machine learning, computational neuroscience, and multivariate statistics. See Klabunde et al. (2025) <doi:10.1145/3728458> for a comprehensive overview of the topic.
Authors:
repsim_0.1.0.tar.gz
repsim_0.1.0.zip(r-4.7-x86_64)repsim_0.1.0.zip(r-4.7-arm64)repsim_0.1.0.zip(r-4.6-x86_64)repsim_0.1.0.zip(r-4.6-arm64)repsim_0.1.0.zip(r-4.5-x86_64)
repsim_0.1.0.tgz(r-4.6-x86_64)repsim_0.1.0.tgz(r-4.6-arm64)repsim_0.1.0.tgz(r-4.5-x86_64)repsim_0.1.0.tgz(r-4.5-arm64)
repsim_0.1.0.tar.gz(r-4.7-arm64)repsim_0.1.0.tar.gz(r-4.7-x86_64)repsim_0.1.0.tar.gz(r-4.6-arm64)repsim_0.1.0.tar.gz(r-4.6-x86_64)
repsim_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
repsim/json (API)
| # Install 'repsim' in R: |
| install.packages('repsim', repos = c('https://kisungyou.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 from:f5686c9107. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 87 | ||
| linux-devel-x86_64 | OK | 103 | ||
| source / vignettes | OK | 160 | ||
| linux-release-arm64 | OK | 79 | ||
| linux-release-x86_64 | OK | 100 | ||
| macos-release-arm64 | OK | 108 | ||
| macos-release-x86_64 | OK | 357 | ||
| macos-oldrel-arm64 | OK | 81 | ||
| macos-oldrel-x86_64 | OK | 229 | ||
| windows-devel-arm64 | OK | 205 | ||
| windows-devel-x86_64 | OK | 137 | ||
| windows-release-arm64 | OK | 177 | ||
| windows-release-x86_64 | OK | 97 | ||
| windows-oldrel-x86_64 | OK | 98 | ||
| wasm-release | OK | 88 |
Exports:ccackadot_producthsiclin_regpwccarepsim_hsicrepsim_kernelssvcca
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Canonical Correlation Analysis | cca |
| Centered Kernel Alignment | cka |
| Dot product similarity | dot_product |
| Hilbert Schmidt Independence Criterion | hsic |
| Linear regression fit similarity | lin_reg |
| Projection-Weighted Canonical Correlation Analysis | pwcca |
| List of HSIC estimators | repsim_hsic |
| List of kernel functions | repsim_kernels |
| Singular Vector Canonical Correlation Analysis | svcca |