padicDimred: Applies dimensionality reduction methods to p-adic...

Description Usage Arguments Value Author(s) Examples

Description

Applies dimensionality reduction methods to p-adic transformed data from scRNAseq.

Usage

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padicDimred(data, log2Transform = FALSE, reg_eval = TRUE, method = "none",
  ndims = 2, tsne.iter = 1000, ncores = 1)

Arguments

data

(numeric) data matrix with features as rows and items as columns.

log2Transform

(logica) Apply log2 transformation to scRNAseq data.

method

(character) Method or list of methods for application of dimensionality reduction.

tsne.iter

(numeric) Number of iterations for tsne or Rtsne.

ncores

(Integer) Number of cores. Default is 1.

reg.eval

(logical) Compute R^2 to evaluate fitting of logarithmic approximation. Default is TRUE.

ndim

(numeric) Number of components to extract from dimensionaity reduction methods.

Value

....

Author(s)

Ivan Imaz ii236@cam.ac.uk

Examples

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test ...

rosshandler/padicRNA documentation built on May 6, 2019, 3:46 p.m.