pasteur.utils.mlflow

pasteur.utils.mlflow#

Description

Mlflow utility functions.

@TODO: refactor and clean the functions provided by this module.

Functions

color_dataframe(df, idx, cols, vals[, ...])

Creates a pivot table with idx, cols, vals fed into the pandas.pivot(), with an additional column level based on split_col.

gen_html_figure_container(viz)

gen_html_table(table[, font_size])

load_matplotlib_style()

mlflow_log_artifacts(*prefix, **args)

mlflow_log_as_str(path, obj[, font_size])

mlflow_log_figures(path, viz)

mlflow_log_hists(table, name, viz)

mlflow_log_perf(**runs)