PHATE - Potential of Heat-Diffusion for Affinity-Based Transition Embedding


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Documentation for package ‘phateR’ version 1.0.7

Help Pages

as.data.frame.phate Convert a PHATE object to a data.frame
as.matrix.phate Convert a PHATE object to a matrix
check_pyphate_version Check that the current PHATE version in Python is up to date.
cluster_phate KMeans on the PHATE potential Clustering on the PHATE operator as introduced in Moon et al. This is similar to spectral clustering.
ggplot.phate Convert a PHATE object to a data.frame for ggplot
install.phate Install PHATE Python Package
library.size.normalize Performs L1 normalization on input data such that the sum of expression values for each cell sums to 1, then returns normalized matrix to the metric space using median UMI count per cell effectively scaling all cells as if they were sampled evenly.
phate Run PHATE on an input data matrix
plot.phate Plot a PHATE object in base R
print.phate Print a PHATE object
summary.phate Summarize a PHATE object
tree.data Fake branching data for examples
tree.data.small Fake branching data for running examples fast