Skip to content

Latest commit

 

History

History

scGPT

Folders and files

NameName
Last commit message
Last commit date

parent directory

..
 
 
 
 
 
 
 
 

scGPT


Abbreviations

Modelling

  • AMP: Automatic Mixed Precision
  • CCE: Contrastive Cell Embedding
  • CLS: Celltype Classification
  • DAR (DAB): Domain Adaptation by Reverse Backpropagation
  • DSBN: Domain-Specific Batch Norm
  • ECS: Elastic Cell Similarity
  • GEP: Gene Expression Prediction
  • GEPC: Gene Expression Prediction for Cell Modelling
  • GPT: Generative Pre-trained Transformer
  • KSA: Kernelized Self-Attention
  • MGM: Masked Gene Modelling
  • MLM: Masked Language Modelling
  • MRE: Masked Relative Error
  • MSE: Mean Squared Error
  • MVC: Masked Value Prediction for Cell Embedding

Single-Cell

  • ARI: Adjusted Rand Index
  • ASAP-seq: ATAC with Select Antigen Profiling by sequencing
  • ASW: Average Silhouette Width
  • ATAC-seq: Assay for Transposase-Accessible Chromatin using sequencing
  • HCA: Human Cell Atlas
  • NMI: Normalized Mutual Information
  • PBMC: Peripheral Blood Mononuclear Cell