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Research & Science · UMAP · GPTomics/bioSkills

4 skills found.
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1

Produce and interpret PCA, t-SNE, UMAP, and PHATE plots for high-dimensional omics data with rigor about which method preserves what (variance, local structure, manifold, transitions)…

GPTomics/bioSkills1.2k2 repos~4.8kAutomated safety check: PassMIT1 mo ago
2

Dimensionality reduction and graph-based clustering for single-cell RNA-seq with Scanpy (Python) and Seurat (R).

GPTomics/bioSkills1.2k1 repo~3.5kAutomated safety check: PassMIT1 mo ago
3

Plots spatial transcriptomics expression, clusters, and annotations on tissue using Squidpy and Scanpy.

GPTomics/bioSkills1.2k1 repo~3.6kAutomated safety check: PassMIT1 mo ago
4

Integrates single-cell paired TCR/BCR (10x VDJ, AIRR, dandelion, BD Rhapsody) with gene expression in an AnnData/MuData object using scirpy - chain-pairing QC, clonotype definition, clonal…

GPTomics/bioSkills1.2k1 repo~4.4kAutomated safety check: PassMIT1 mo ago