single-cellSingle-cell, Spatial & Cytometry
Single-cell, Spatial & Cytometry · Single-cell Analysis

muon

By scverse / muon contributors

Multimodal omics data handling and analysis

Multimodal omics data handling and analysis. Supporting multimodal framework, not a standalone AI model; evaluate each selected analysis method.

Multimodal omics data handling and analysisInput: Aligned modalities in MuData or AnnData structuresOutput: Integrated data objects and modality-specific analyses
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Overview

Multimodal omics data handling and analysis. Supporting multimodal framework, not a standalone AI model; evaluate each selected analysis method.

Information checked against an official source; not a hands-on test. Source · Last reviewed: 17/09/2026, 16:20:54

Key Features

  • Multimodal omics data handling and analysis
  • Input: Aligned modalities in MuData or AnnData structures
  • Output: Integrated data objects and modality-specific analyses

Academic Context & Research Evidence

Biological & Workflow Fit

Compute & Hardware
See source requirements for selected configuration
Licensing & Academic Use
Review code, weights, data and service terms separately
Documented Evidence
Project/provider documentation; no local benchmark

Cite this Tool

Use this citation format when referencing muon in scientific publications and benchmark papers.

@software{muon_2026,
  title = {{muon}},
  author = {{scverse / muon contributors}},
  year = {2026},
  url = {https://github.com/scverse/muon},
  note = {Indexed on aibioatlas - AI for Biology and Drug Discovery}
}

Peer-Reviewed Literature & Preprints

Live scientific citations streamed from Europe PMC and PubMed for muon.

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Technical / Product Information

Missing values mean the catalog has no recorded information. They do not mean a feature is absent.

Entry typeSupporting software
Access modePublic code / project terms
AI roleSupporting analysis; not an AI model
Input dataAligned modalities in MuData or AnnData structures
Output dataIntegrated data objects and modality-specific analyses
Licence conditionsReview code, weights, data and service terms separately
Commercial eligibilityNot independently confirmed
Compute requirementsSee source requirements for selected configuration
ValidationNot recorded
TypeNot recorded
Intended useBiological and pharmaceutical research
CompatibilityNot recorded
LimitationsSupporting multimodal framework, not a standalone AI model; evaluate each selected analysis method.
Evidence levelProject/provider documentation; no local benchmark
AvailabilitySee project release and maintenance status
Price / accessSee project terms; compute costs may apply

Research fit & compatibility

No software–hardware integration has been verified for this entry yet. Explore documented research workflows.

BEFORE YOU CHOOSE

Evaluate Single-cell, Spatial & Cytometry

  • Which input, output and scientific task does the selected version support?
  • Is this a model, supporting tool, commercial platform or research prototype?
  • Verify the code, weights, data licence and independent validation before selecting a workflow.

Alternatives

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FAQ

Where is this product available?

See project release and maintenance status

How is pricing handled?

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Peer Reviews & Community Ratings

Feedback from researchers and computational biologists evaluating muon.

5.0
★★★★★Based on 0 researcher evaluations
Biological Accuracy
4.8/5
Ease of Installation
4.3/5
Documentation & Code
4.6/5