Generating Multi-Omics Datasets

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Documentation for package ‘SUMO’ version 0.1.0

Help Pages

divide_features_one Dividing features to create vectors with signal in the first omic for single data
divide_features_two Dividing features to create vectors with signal in the second omic for single data
divide_samples Global Variable
divide_vector Divide features into randomized subsets based on factor Segments
feature_selection_one Dividing features to create vectors with signal in the first omic
feature_selection_two Dividing features to create vectors with signal in the second omic
OmixCraftHD Simulation of high-dimensional data with predefined single factor or multiple factors in multi-omics
plot_factor Visualization of factor scores
plot_simData Visualizing the simulated data using image map and 3D visualization
plot_weights Visualizing the loading of the features