mLLMCelltype and CyteTypeR
Maintenance
20/25
Adoption
10/25
Maturity
15/25
Community
16/25
Maintenance
13/25
Adoption
7/25
Maturity
15/25
Community
0/25
Stars: 635
Forks: 54
Downloads: —
Commits (30d): 41
Language: R
License: MIT
Stars: 31
Forks: —
Downloads: —
Commits (30d): 0
Language: R
License: —
No Package
No Dependents
No Package
No Dependents
About mLLMCelltype
cafferychen777/mLLMCelltype
Cell type annotation for single-cell RNA-seq using multi-LLM consensus
Employs consensus-based predictions from 10+ LLM providers (OpenAI, Anthropic, Google, DeepSeek, etc.) with iterative multi-round discussion between models to refine annotations and quantify uncertainty via Consensus Proportion and Shannon Entropy metrics. Integrates seamlessly with Scanpy and Seurat workflows, requires no reference datasets, and maintains accuracy even with imperfect marker gene inputs through noise-tolerant architecture.
About CyteTypeR
NygenAnalytics/CyteTypeR
Multi-agent LLM driven cell type annotation for single-cell RNA-Seq data
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