Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.
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Updated
Mar 11, 2023
Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.
PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.
An overview of algorithms for estimating pseudotime in single-cell RNA-seq data
pySCENIC is a lightning-fast python implementation of the SCENIC pipeline (Single-Cell rEgulatory Network Inference and Clustering) which enables biologists to infer transcription factors, gene regulatory networks and cell types from single-cell RNA-seq data.
R package for integrating and analyzing multiple single-cell datasets
A collection of awesome things regarding all omics.
Bayesian haplotype-based mutation calling
Table of software for the analysis of single-cell RNA-seq data.
Reference mapping for single-cell genomics
MiXCR is an ultimate software platform for analysis of Next-Generation Sequencing (NGS) data for immune profiling.
zUMIs: A fast and flexible pipeline to process RNA sequencing data with UMIs
This project is work in progress! https://www.sc-best-practices.org
Graph-linked unified embedding for single-cell multi-omics data integration
R toolkit for the analysis of single-cell chromatin data
R/shiny interface for interactive visualization of data in SummarizedExperiment objects
DANCE: A Deep Learning Library and Benchmark Platform for Single-Cell Analysis
Single cell perturbation prediction
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