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Single Cell

9 projects

Showing 9 of 9 projects

scGPT
scGPTJupyter Notebook

A transformer-based foundation model pretrained on millions of single-cell profiles for generative AI tasks in single-cell multi-omics.

#reference-mapping#transformer-model#single-cell-analysis
Stars1.6k
Forks341
Last commit3 months ago
CellTypist
CellTypistPython

An automated cell type annotation tool for single-cell RNA-seq data using logistic regression classifiers.

#scrna-seq#biomedical-data#label-transfer
Stars501
Forks59
Last commit3 months ago
GLUE
GLUEPython

A deep learning framework for integrating single-cell multi-omics data using graph-linked unified embeddings.

#graph-neural-networks#data-integration#deep-learning
Stars475
Forks74
Last commit6 months ago
scArches
scArchesJupyter Notebook

Reference mapping for single-cell genomics

#scrna-seq#multiomics#batch-correction
Stars406
Forks71
Last commit1 month ago
scMulan
scMulanJupyter Notebook

A multitask generative pre-trained language model for zero-shot cell type annotation, batch integration, and conditional cell generation in single-cell transcriptomics.

#transcriptomics#zero-shot-learning#cell-type-annotation
Stars62
Forks5
Last commit2 years ago
BABEL
BABELJupyter Notebook

A deep learning model that translates between single-cell multi-omic profiles, such as scATAC-seq and scRNA-seq, using a shared latent representation.

#scrna-seq#cross-modality-translation#deep-learning
Stars51
Forks17
Last commit3 years ago
ChatSpatial
ChatSpatialPython

An MCP server that enables natural language conversation for analyzing spatial transcriptomics data through 60+ curated methods.

#single-cell-analysis#workflow-automation#reproducible-research
Stars43
Forks12
Last commit6 days ago
FlashDeconv
FlashDeconvPython

A fast spatial deconvolution tool for transcriptomics data that scales to million-spot datasets while preserving rare cell type signals.

#python-library#single-cell-analysis#cell-type-deconvolution
Stars25
Forks0
Last commit1 month ago
htsimaging
htsimagingPython

A Python package for analyzing high-throughput single-cell imaging data, including protein abundance, endocytosis, and particle tracking.

#scientific-computing#image-analysis#microscopy
Stars7
Forks1
Last commit2 years ago

Related Tags

#Bioinformatics8#Single Cell Analysis7#Python5#Computational Biology5#Genomics3#Scrna Seq3#Deep Learning3
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