Package: geopytorch 0.1.0
Daniel Tinoco
geopytorch: R Interface to 'GeoPyTorch'
Fits ordinary kriging and spatial linear models through 'reticulate' with the 'GeoPyTorch' 'Python' package, which is built on 'GPyTorch' and 'PyTorch'. Covariance parameters can be fixed or estimated by maximum likelihood or restricted maximum likelihood, and predictions include their variances. 'Python' and the required packages are installed on first use by 'reticulate'.
Authors:
geopytorch_0.1.0.tar.gz
geopytorch_0.1.0.zip(r-4.7-any)geopytorch_0.1.0.zip(r-4.6-any)
geopytorch_0.1.0.tar.gz(r-4.7-any)geopytorch_0.1.0.tar.gz(r-4.6-any)
geopytorch_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
geopytorch/json (API)
| # Install 'geopytorch' in R: |
| install.packages('geopytorch', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/dbtnc/geopytorch/issues
Last updated from:f66ec09080. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 132 | ||
| source / vignettes | OK | 168 | ||
| linux-release | OK | 181 | ||
| windows-devel | OK | 84 | ||
| windows-release | OK | 202 | ||
| wasm-release | OK | 95 |
Exports:geopytorch_configgeopytorch_devicegeopytorch_devicesgeopytorch_modulegeopytorch_requirementgeopytorch_threadskriging_weightsordinary_krigingspatial_linear_model
Dependencies:herejsonlitelatticeMatrixpngrappdirsRcppRcppTOMLreticulaterlangrprojrootwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| R Interface to GeoPyTorch | geopytorch-package geopytorch |
| Report the Active GeoPyTorch Runtime | geopytorch_config |
| Inspect and Select PyTorch Devices | geopytorch_device geopytorch_devices |
| Access the Delayed GeoPyTorch Python Module | geopytorch_module |
| Selected GeoPyTorch Python Requirement | geopytorch_requirement |
| Get or Set PyTorch CPU Thread Counts | geopytorch_threads |
| Extract Kriging Weights | kriging_weights |
| Fit an Ordinary-Kriging Model with GeoPyTorch | ordinary_kriging |
| Predict with a GeoPyTorch Ordinary-Kriging Model | predict.geopytorch_ordinary_kriging |
| Predict from a spatial linear model | predict.geopytorch_spatial_linear_model |
| Print a GeoPyTorch Runtime Configuration | print.geopytorch_config |
| Print a GeoPyTorch Ordinary-Kriging Model | print.geopytorch_ordinary_kriging |
| Print a GeoPyTorch Prediction | print.geopytorch_prediction |
| Fit a Gaussian spatial linear model | spatial_linear_model |