extendedMD.pca

extendedMD.pca.extract_pca_ts(multi_dim_ts)

This function reduces a multi-dimensional time-series to 1d using PCA

Parameters:multi_dim_ts (DataFrame) – multi-dimensional time-series as a pandas dataframe Returns:1-dimensional time-series Return type:1d array