Package: SpaCOAP 1.2
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_1.2.tar.gz
SpaCOAP_1.2.zip(r-4.5)SpaCOAP_1.2.zip(r-4.4)SpaCOAP_1.2.zip(r-4.3)
SpaCOAP_1.2.tgz(r-4.4-x86_64)SpaCOAP_1.2.tgz(r-4.4-arm64)SpaCOAP_1.2.tgz(r-4.3-x86_64)SpaCOAP_1.2.tgz(r-4.3-arm64)
SpaCOAP_1.2.tar.gz(r-4.5-noble)SpaCOAP_1.2.tar.gz(r-4.4-noble)
SpaCOAP_1.2.tgz(r-4.4-emscripten)SpaCOAP_1.2.tgz(r-4.3-emscripten)
SpaCOAP.pdf |SpaCOAP.html✨
SpaCOAP/json (API)
# Install 'SpaCOAP' in R: |
install.packages('SpaCOAP', repos = c('https://feiyoung.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/feiyoung/spacoap/issues
Last updated 6 months agofrom:5411bd6c8e. Checks:OK: 1 WARNING: 8. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 25 2024 |
R-4.5-win-x86_64 | WARNING | Oct 25 2024 |
R-4.5-linux-x86_64 | WARNING | Oct 25 2024 |
R-4.4-win-x86_64 | WARNING | Oct 25 2024 |
R-4.4-mac-x86_64 | WARNING | Oct 25 2024 |
R-4.4-mac-aarch64 | WARNING | Oct 25 2024 |
R-4.3-win-x86_64 | WARNING | Oct 25 2024 |
R-4.3-mac-x86_64 | WARNING | Oct 25 2024 |
R-4.3-mac-aarch64 | WARNING | Oct 25 2024 |
Exports:chooseParamsgendata_spacoapSpaCOAP
Dependencies:irlbaLaplacesDemonlatticeMASSMatrixRcppRcppArmadillo
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 |