Data Science & Analytics

AlterLab Scanpy

Run the standard single-cell RNA-seq analysis pipeline with Scanpy on AnnData — QC filtering, normalization, dimensionality reduction (PCA, UMAP, t-SNE), Leiden/Louvain clustering, marker/differential expression, PAGA trajectories, and plotting. Use when analyzing scRNA-seq data through clustering, cell-type annotation, DE, or pseudotime workflows; for building or reading the .h5ad data structure itself (layers, obs/var, concatenation, backed mode) prefer alterlab-anndata instead, and for RNA velocity from spliced/unspliced counts prefer alterlab-scvelo instead. Part of the AlterLab Academic Skills suite.

Publisher / source
AlterLab-IEU/AlterLab-Academic-Skills (found on the CSV list)
Upstream record
AlterLab-IEU/AlterLab-Academic-Skills
Version
Version 2
Published
Publication review
Approved for publication
Content fingerprint
f0b2169cf3cdbfb901620f114917c79fae6cb4e93e5c66b263991b4916ba833f