utils.helper

This contains all helper functions for experiments and visualizations.

Functions

Eval_Imputation	Calculates the median L1 distance between the original dataset and the imputed values for corrupted entries only.
HC	Given a latent space for the CORTEX data set and labels, the function will perform hierarchical clustering (HC) on the latent space and calculate the NMI score.
corrupting	Adopted from the "Deep Generative modeling for transcriptomics data".
entropy	Calculates the entropy.
entropy_batch_mixing	Adopted from:
kmeans	Performs K-means on the data.
measure_q	This function will measure the quality of clustering using NMI, ARI, and ASW.
plot_line	A simple function to graph the plot lines with customized options.
plot_tSNE	Adoptd from: