ciss_vae.data package

Module contents

Data loading utilities for CISS-VAE example dataset.

load_example_dataset()

Load the complete CISS-VAE example dataset.

Returns:

A tuple containing (df_missing, df_complete, clusters) where: - df_missing : pd.DataFrame

DataFrame with missing values

• df_completepd.DataFrame

  Complete DataFrame without missing values

• clustersnp.ndarray

  Cluster labels as 1D array

Return type:

tuple

Examples

>>> from ciss_vae.data import load_example_dataset
>>> df_missing, df_complete, clusters = load_example_dataset()

load_missing_data()

Load only the missing data DataFrame.

load_complete_data()

Load only the complete data DataFrame.

load_clusters()

Load only the cluster labels as 1D array.