Models

Scvi Tools

scVI performs dimensionality reduction, batch correction, and differential expression for single-cell data using a variational autoencoder. Smaller and faster than scGPT.

RunnableBiology modelscverse/scvi-tools | 1,650 stars

Catalog entry

About this entry

scVI performs dimensionality reduction, batch correction, and differential expression for single-cell data using a variational autoencoder. Smaller and faster than scGPT.

CategoryModels
StatusRunnable
InputFlexible research data
OutputResults ready for review

Use in DarwinOmics

How to use it

Use this model when the submitted analysis depends on embeddings, predictions, scoring, generation, or model-backed comparison. Model output is treated as a reproducible analysis step, not as independent validation of a biological claim.