Package: HAMMER 1.0
HAMMER: High-Dimensional Factor-Analytic Representation Modeling and Metrics
The goal of 'HAMMER' is to provide factor analytic representation learningand associated determinacy metrics for very-high-dimensional data. It projects high-dimensional data onto low-dimensional generative latent sources and assesses the uncertainty in the projection. The projection is distribution-free, scale-equivariant, and efficient.
Authors:
HAMMER_1.0.tar.gz
HAMMER_1.0.zip(r-4.7)HAMMER_1.0.zip(r-4.6)HAMMER_1.0.zip(r-4.5)
HAMMER_1.0.tgz(r-4.6-any)HAMMER_1.0.tgz(r-4.5-any)
HAMMER_1.0.tar.gz(r-4.7-any)HAMMER_1.0.tar.gz(r-4.6-any)
HAMMER_1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
HAMMER/json (API)
NEWS
| # Install 'HAMMER' in R: |
| install.packages('HAMMER', repos = c('https://cfwp.r-universe.dev', 'https://cloud.r-project.org')) |
- ADmbolites - R data object with metabolomics data on patients with Alzheimer's Disease
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:8b1bc23343. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 137 | ||
| source / vignettes | OK | 137 | ||
| linux-release-x86_64 | OK | 120 | ||
| macos-release-arm64 | OK | 121 | ||
| macos-oldrel-arm64 | OK | 101 | ||
| windows-devel | OK | 93 | ||
| windows-release | OK | 86 | ||
| windows-oldrel | OK | 77 | ||
| wasm-release | OK | 107 |
Exports:HAMMER.determinacyHAMMER.dimensionHAMMER.estimateHAMMER.score
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Efficient factor analytic learning for (very) high-dimensional data | HAMMER-package HAMMER |
| R data object with metabolomics data on patients with Alzheimer's Disease | ADmbolites ADMdata |
| Factor analytic metrics for (in)determinacy evaluation | HAMMER.determinacy |
| Selection of the latent dimension | HAMMER.dimension |
| Factor analytic parameter learning for high-dimensional data | HAMMER.estimate |
| Factor analytic representation learning for high-dimensional data | HAMMER.score |
