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Core workflow

validate_input()
Validate a Structured Input Table
infer_schema()
Infer a Simple Column Schema
build_views()
Build Canonical UCCDF Views
fit_uccdf()
Fit Typed Consensus Clustering
select_k()
Extract the K Selection Table
augment()
Extract Sample-Level Cluster Assignments
report()
Write a Compact UCCDF Report

Visualization and examples

print(<uccdf_fit>) plot(<uccdf_fit>)
Methods for uccdf Fit Objects
plot_embedding()
Plot the Mixed-Latent Embedding
plot_consensus_heatmap()
Plot a Consensus Heatmap
all_gene_panel
Microarray-Derived Gene Panel from ALL
simulate_mixed_data()
Simulate a Mixed-Type Clustering Table
airway_gene_panel
RNA-seq Derived Gene Panel from airway
bladder_gene_panel
Microarray-Derived Gene Panel from bladderEset
golub_gene_panel
Microarray-Derived Gene Panel from golub
pima_biomarker_panel
Clinical Biomarker Panel from PimaIndiansDiabetes2
toy_mixed_data
Example Mixed-Type Data