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UCE (Universal Cell Embeddings)

Cross-species zero-shot universal cell embedding foundation model.

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CategorySingle-cell & foundation models
GitHubsnap-stanford/UCE
First public2023-11-29 (source)
Paperhttps://www.biorxiv.org/content/10.1101/2023.11.28.568918
LicenseMIT
PricingOpen source
Tags#foundation-model#cross-species
Last checked2026-10-16

Specs

Pretraining corpusCell atlas data from human and other species (self-supervised)
ArchitectureTransformer
TasksZero-shot embeddings
SpeciesMulti-species (species flag)
GitHub stars349
InterfacePackage

Specs come from each project's README, paper or official page · UCE (Universal Cell Embeddings) README · UCE (Universal Cell Embeddings) paper. “—” means we couldn't verify it.

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