Documentation#
scvi-tools (single-cell variational inference tools) is a package for end-to-end analysis of single-cell omics data primarily developed and maintained by the Yosef Lab at UC Berkeley. scvi-tools has two components
Interface for easy use of a range of probabilistic models for single-cell omics (e.g., scVI, scANVI, totalVI).
Tools to build new probabilistic models, which are powered by PyTorch, PyTorch Lightning, and Pyro.
If you find a model useful for your research, please consider citing the scvi-tools manuscript as well as the publication describing the model, which can be found in the corresponding documentation.