Package: SpaTopic 1.2.0.9000
SpaTopic: Topic Inference to Identify Tissue Architecture in Multiplexed Images
A novel spatial topic model to integrate both cell type and spatial information to identify the complex spatial tissue architecture on multiplexed tissue images without human intervention. The Package implements a collapsed Gibbs sampling algorithm for inference. 'SpaTopic' is scalable to large-scale image datasets without extracting neighborhood information for every single cell. For more details on the methodology, see <https://xiyupeng.github.io/SpaTopic/>.
Authors:
SpaTopic_1.2.0.9000.tar.gz
SpaTopic_1.2.0.9000.zip(r-4.5)SpaTopic_1.2.0.9000.zip(r-4.4)SpaTopic_1.2.0.9000.zip(r-4.3)
SpaTopic_1.2.0.9000.tgz(r-4.5-x86_64)SpaTopic_1.2.0.9000.tgz(r-4.5-arm64)SpaTopic_1.2.0.9000.tgz(r-4.4-x86_64)SpaTopic_1.2.0.9000.tgz(r-4.4-arm64)SpaTopic_1.2.0.9000.tgz(r-4.3-x86_64)SpaTopic_1.2.0.9000.tgz(r-4.3-arm64)
SpaTopic_1.2.0.9000.tar.gz(r-4.5-noble)SpaTopic_1.2.0.9000.tar.gz(r-4.4-noble)
SpaTopic_1.2.0.9000.tgz(r-4.4-emscripten)SpaTopic_1.2.0.9000.tgz(r-4.3-emscripten)
SpaTopic.pdf |SpaTopic.html✨
SpaTopic/json (API)
NEWS
| # Install 'SpaTopic' in R: |
| install.packages('SpaTopic', repos = c('https://xiyupeng.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/xiyupeng/spatopic/issues
- lung5 - Example input data for 'SpaTopic'
Last updated 25 days agofrom:5d9ac10abd. Checks:12 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 09 2025 |
| R-4.5-win-x86_64 | OK | Mar 09 2025 |
| R-4.5-mac-x86_64 | OK | Mar 09 2025 |
| R-4.5-mac-aarch64 | OK | Mar 09 2025 |
| R-4.5-linux-x86_64 | OK | Mar 09 2025 |
| R-4.4-win-x86_64 | OK | Mar 09 2025 |
| R-4.4-mac-x86_64 | OK | Mar 09 2025 |
| R-4.4-mac-aarch64 | OK | Mar 09 2025 |
| R-4.4-linux-x86_64 | OK | Mar 09 2025 |
| R-4.3-win-x86_64 | OK | Mar 09 2025 |
| R-4.3-mac-x86_64 | OK | Mar 09 2025 |
| R-4.3-mac-aarch64 | OK | Mar 09 2025 |
Exports:Seurat5obj_to_SpaTopicSpaTopic_inferencestratified_sampling_sf
Dependencies:classclassIntcodetoolsDBIe1071foreachiteratorsKernSmoothmagrittrMASSproxyRANNRcppRcppArmadilloRcppProgresss2sfunitswk
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Example input data for 'SpaTopic' | lung5 |
| Print method for SpaTopic objects | print.SpaTopic |
| Convert a Seurat v5 object as the input of 'SpaTopic' | Seurat5obj_to_SpaTopic |
| 'SpaTopic': fast topic inference to identify tissue architecture in multiplexed images | SpaTopic_inference |
| Format messages for SpaTopic package | spatopic_message |
| A class of the output from 'SpaTopic' | SpaTopic-class |
| SpaTopic: Spatial Topic Modeling for Multiplexed Images | SpaTopic-package SpaTopic SpaTopic-Package |
| Spatially stratified random sample points from an image. | stratified_sampling_sf |
