home/categories/scientific-computing/gptomics-bioskills-machine-learning-atlas-mapping-skill-md
scientific-computingresearch

bio-machine-learning-atlas-mapping

Maps query single-cell data to reference atlases using scArches transfer learning with scVI and scANVI models. Transfers cell type labels without retraining on combined data. Use when annotating new single-cell datasets using pre-trained reference models.

GPTomics
maintainer
GPTomics
Mis à jour 2/13/2026
Étoiles
471
Forks
81
quick start

Installation and usage

Maps query single-cell data to reference atlases using scArches transfer learning with scVI and scANVI models. Transfers cell type labels without retraining on combined data. Use when annotating new single-cell datasets using pre-trained reference models.

Installation
$ install --globalskills.sh
Utilisation

Après l'installation, vous pouvez utiliser ce skill en exécutant la commande suivante dans votre terminal :

skills use bio-machine-learning-atlas-mapping