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04 / TOOLS & METHODS

Tools & workflows

Discover analysis tools and reproducible workflows, from choosing a resource to putting it to work.

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Tool

Scanpy ↗

Analyze single-cell data in Python, from preprocessing and visualization to clustering and differential expression.

Source · scverse · Scanpy projectView resource details →
Tool

scGPT ↗

Use pretrained models for single-cell analysis, including cell representations, annotation and perturbation prediction.

Source · Wang Lab · scGPT projectView resource details →
Tool

Pertpy ↗

Analyze single-cell perturbation experiments, organize data and metadata, and compare cellular responses to perturbations.

Source · scverse · Pertpy projectView resource details →

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