Getting started#

For an opinionated local project setup, workflow is the shortest path:

import scikitplot.mlflow as sml

paths = sml.workflow(
    profile="local",
    experiment_name="demo",
    fmt="toml",
    overwrite=True,
    open_ui_seconds=0,
)

For application code that already has configuration, use session or session_from_file directly rather than invoking the whole workflow helper.

MLflow itself remains optional. Import helpers distinguish “Scikit-Plots integration is importable” from “the external MLflow package is installed and usable”.