Dimensionality reduction

Single-cell genomics. Probabilistic PCA. T-SNE and UMAP.

Single-cell genomics

Single-cell genomics.

Principal component analysis

PCA. Probabilistic PCA.

t-SNE and UMAP

T-SNE, UMAP.

Tutorial

Tutorial on dimensionality reduction of single-cell RNA-seq data using t-SNE and PCA.

Last modified May 30, 2023: update Gaussian processes (ff6a6c2)