Utils

holisticai.utils is a python module which contains utility functions for plotting and formatting.

Formatting

holisticai.utils.extract_columns(df, cols)	From pandas df to numpy arrays
holisticai.utils.extract_group_vectors(...)	Extract Group Vectors
holisticai.utils.mat_to_binary(mat[, top, ...])	Formatting helper function - makes a matrix binary
holisticai.utils.normalize_tensor(tensor)	Formatting helper function - normalises a tensor to [0,1] range
holisticai.utils.recommender_formatter(df, ...)	Recommender formatter

Plotting

holisticai.utils.get_colors(n_lines[, ...])

Get colors for Holistic AI pallette