Scanpy · By K-Dense-AI

Prepares bulk RNA-seq FASTQ, Salmon, STAR or featureCounts output for gene-level differential expression.

K-Dense-AI/scientific-agent-skills

Performs pathway and gene-set enrichment analysis on gene lists or ranked gene data and interprets the results.

K-Dense-AI/scientific-agent-skills

Performs RNA velocity analysis with scVelo from spliced and unspliced single-cell RNA counts.

K-Dense-AI/scientific-agent-skills

Performs Scanpy single-cell RNA-seq QC, normalization, HVG selection, PCA/UMAP/t-SNE, clustering, exploratory marker ranking, pseudobulk preparation, visualization, and Seurat or…

K-Dense-AI/scientific-agent-skills

Queries the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data.

K-Dense-AI/scientific-agent-skills

Fits probabilistic models for single-cell omics, including scVI batch integration, scANVI annotation, totalVI CITE-seq, MultiVI RNA/ATAC integration, and posterior differential expression.

K-Dense-AI/scientific-agent-skills

Handles annotated matrices in single-cell analysis, .h5ad and Zarr files, and integration with the scverse ecosystem.

K-Dense-AI/scientific-agent-skills