Baseline Models for Single-Cell RNA-seq Dimensionality Reduction | HackerNoon
scVI is a variational autoencoder tuned for single-cell data, excelling in clustering and differential expression tasks while being scalable to large datasets.
GPLVM for Single-Cell RNA-seq Dimensionality Reduction | HackerNoon
In this section, we delve into the various BGPLVM (Bayesian Gaussian Process Latent Variable Model) architectures currently established in the literature, focusing on their variational distributions.