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Kieran R Campbell's Projects

ouija icon ouija

Descriptive probabilistic marker gene approach to single-cell pseudotime inference

ouijaflow icon ouijaflow

Probabilistic single-cell pseudotime with Edward+Tensorflow

phenopath icon phenopath

Genomic trajectories (pseudotimes) in the presence of heterogenous environmental and genetic backgrounds

pseudogp icon pseudogp

Probabilistic pseudotime for single-cell RNA-seq data

pseudogp-paper icon pseudogp-paper

Reproducible analysis for "Order under uncertainty: on the robustness of differential expression analysis using probabilistic models for pseudotime inference"

rstanadvi icon rstanadvi

Small R wrapper for variational inference in Stan

scde-scratch icon scde-scratch

Expectation maximisation for concomitant variable NB models in python

standr icon standr

Spatial transcriptomics analyses and decoding in R

switchde icon switchde

Inference of switch-like differential expression along single-cell trajectories

synthetic-admix icon synthetic-admix

Create synthetic bulk RNA-seq data from a mix of single-cell data of known types

synthmix icon synthmix

Synthetic admix and quantification of bulk RNA-seq data from single cells

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