63 dependents
Package Description Downloads/month
exprmat: Routines for expression matrices 15K
SCIV algorithm 11K
Large-scale generative pretrain of single cell using transformer. 4K
Comprehensive mapping of tissue cell architecture via integrated single cell and... 2K
Compositional Perturbation Autoencoder (CPA) 2K
CALM-Data-Generator is a comprehensive Python library for synthetic data generat... 2K
Consensus prediction of cell type labels with popV 2K
A multivariate RNA Velocity model to estimate future cell states with uncertaint... 2K
Unsupervised Deep Disentangled Representation of Single-Cell Omics 1K
1K
Single cell perturbation prediction 866
Probabilistic modeling of cellular dynamics 761
Transfer learning for spatial transcriptomics data and single-cell RNA-seq data. 742
Variational Inference for Cell Type Evolution 710
UNAGI: deep generative AI for virtual disease and unsuperivsed in-silico perturb... 627
CellNeighborEX: Deciphering Neighbor-Dependent Gene Expression from Spatial Tran... 615
Graph-based age dependency analysis on scVI latent space with Moran's I, ADI, dC... 593
Interpretable Accessibility ODE VAE for scATAC-seq 581
Stack is a single-cell foundation model that enables in-context learning at infe... 521
Tools for single cell RNA sequencing pipelines 499
A deep generative framework for disentangling known and unknown attributes in si... 478
SCIV: Unveiling the pivotal cell types involved in variant function regulation a... 469
Perturbational analysis by causality-aware generative model for single-cell RNA-... 463
Cell DISentangled Experts for Covariate counTerfactuals (CellDISECT). Causal gen... 452
Repository for ENACT pipeline for end-to-end analysis of Visium HD data 444
Convenient and user-friendly package to streamline common workflows in single-ce... 404
Panpipes - multimodal single cell pipelines 396
Estimation of RNA velocity with variational inference. 378
single cell annotation 350
A versatile single-cell cross-modality translation method via dual-aligned varia... 319
Tumor-reactivity prediction for single-cell and spatial transcriptomics data. 316
Multimodal weakly supervised learning to identify disease-specific changes in si... 295
BEASTsim (BEnchmarking and Analysis of Spatial Transcriptomics simulations) is a... 287
272
Comprehensive spatial transcriptomics analysis library with advanced segmentatio... 237
Exapliner of scANVI using SHAP 226
Multi-resolution Variational Inference 200
align query dataset to reference atlases. 192
189
Multi-modal Disentanglement of Spatial Transcriptomics and Histopathology Imagin... 178
Factor Disentanglement Variational Inference for single-cell batch integration w... 176
Generation of disentangled microenvironment-induced and intrinsic gene expressio... 159
Sobolev alignment of deep probabilistic models for comparing single cell profile... 155
Shared-private Variational Inference with Product of Experts and Supervision 149
Estimation of RNA velocity with variational inference. 143
Revealing the biological utility of gene imputation in spatial transcriptomics 136
Lorentz-irecon VAE for Enhancing Single-cell Multi-omics Embeddings 135
scDiffusion-X: Diffusion Model for Single-Cell Multiome Data Generation and Anal... 130
A toolkit package of data integration 114
multiHIVE, a hierarchical multimodal deep generative model for integrating multi... 111