Primary methods

Vision()

Initializes a new VISION object.

analyze(<Vision>)

Main entry point for running VISION Analysis

viewResults(<Vision>) viewResults(<character>)

View results of analysis

Customizing VISION

addProjection(<Vision>)

Add a set of projection coordinates to use for visualization

createGeneSignature()

Create a user-defined gene signature

Accessing Data inside the VISION object

getSignatureScores(<Vision>)

Get Signature Scores

getLatentSpace(<Vision>)

Get Latent Space

getLatentTrajectory(<Vision>)

Get Latent Trajectory

getProjections(<Vision>)

Get 2D views of the expression data

getSignatureAutocorrelation(<Vision>)

Get Signature Autocorrelation Scores

getMetaAutocorrelation(<Vision>)

Get MetaData Autocorrelation Scores

getSignatureDifferential(<Vision>)

Get Results of One-vs-All Differential Signature Tests

getMetaDifferential(<Vision>)

Get Results of One-vs-All Differential Tests with Metadata Variables

getSelections(<Vision>)

Get saved selections

Micropooling

applyMicroClustering()

Pool cells into microclusters

poolMatrixCols()

Pools columns of a numeric matrix

poolMatrixRows()

Pools rows of a numeric matrix

poolMetaData()

Aggregate meta-data for cells in pools

PhyloVision

PhyloVision()

Initializes a new PhyloVision Object

phyloAnalyze(<PhyloVision>)

Analyze a PhyloVision object

Hotspot

runHotspot()

Perform Hotspot analysis on Vision Object

hsInit()

Init Hotspot object from Vision Object

hsCreateKnnGraph()

Init KNN graph in Hotspot object

hsComputeAutoCorrelations()

Compute Hotspot auto correlations

hsComputeLocalCorrelations()

Interface function to compute local correlations for Hotspot Warning: modifies the hs argument

hsCalculateModuleScores()

Create Hotspot Modules and calculate module scores given a HS object with local correlations already calculated

analyzeHotspotObjectVision()

Analyze a Hotspot object using built in methods such such as local correlation, signature overlap, etc. Necessary to run this function for Hotspot functionality in viewer to work.

loadHotspotObject()

Load in an existing Hotspot object from bytes or a file

draw_hotspot_heatmap()

Draw Modules Heatmap (Gene x Gene)

Miscellaneous

convertGeneIds()

Change Gene Identifiers

read_10x()

Read 10x Output

read_10x_h5()

Read 10x HDF5 Output