Package: SpaCOAP 1.3
SpaCOAP: High-Dimensional Spatial Covariate-Augmented Overdispersed Poisson Factor Model
A spatial covariate-augmented overdispersed Poisson factor model is proposed to perform efficient latent representation learning method for high-dimensional large-scale spatial count data with additional covariates.
Authors:
SpaCOAP_1.3.tar.gz
SpaCOAP_1.3.zip(r-4.7-x86_64)SpaCOAP_1.3.zip(r-4.7-arm64)SpaCOAP_1.3.zip(r-4.6-x86_64)SpaCOAP_1.3.zip(r-4.6-arm64)
SpaCOAP_1.3.tar.gz(r-4.7-arm64)SpaCOAP_1.3.tar.gz(r-4.7-x86_64)SpaCOAP_1.3.tar.gz(r-4.6-arm64)SpaCOAP_1.3.tar.gz(r-4.6-x86_64)
SpaCOAP_1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
SpaCOAP/json (API)
| # Install 'SpaCOAP' in R: |
| install.packages('SpaCOAP', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/feiyoung/spacoap/issues
Last updated from:7107687a6b. Checks:10 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 111 | ||
| linux-devel-x86_64 | OK | 138 | ||
| source / vignettes | OK | 206 | ||
| linux-release-arm64 | OK | 120 | ||
| linux-release-x86_64 | OK | 136 | ||
| windows-devel-arm64 | OK | 237 | ||
| windows-devel-x86_64 | OK | 166 | ||
| windows-release-arm64 | OK | 255 | ||
| windows-release-x86_64 | OK | 129 | ||
| wasm-release | OK | 108 |
Exports:chooseParamsgendata_spacoapSpaCOAP
Dependencies:irlbaLaplacesDemonlatticeMASSMatrixRcppRcppArmadillo
Last update: 2025-03-27
Started: 2024-05-28
Last update: 2025-03-27
Started: 2024-05-28
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Select the parameters in COAP models | chooseParams |
| Generate simulated data | gendata_spacoap |
| Fit the SpaCOAP model | SpaCOAP |
