Fig. 3
From: Sfaira accelerates data and model reuse in single cell genomics
![Fig. 3](http://media.springernature.com/full/springer-static/image/art%3A10.1186%2Fs13059-021-02452-6/MediaObjects/13059_2021_2452_Fig3_HTML.png)
Sfaira automatizes exploratory analysis of single-cell data. a Manual single-cell data analysis pipeline and automated sfaira pipeline. b Comparison of manual feature engineering workflow with automated embedding and cell type annotation from sfaira on a human PBMC data set. Shown are UMAPs based on a PCA of an engineered feature space and of the out-of-the-box latent space from a linear sfaira embedding model. Superimposed are cell types previously annotated for this data set and sfaira cell type predictions