timeflux_ml.utils.sklearn_helpers module

timeflux_ml.utils.sklearn_helpers.make_pipeline(steps, params)[source]
Parameters
  • steps (dict) – (name, module_name, method_name) Tuples to specify steps of the pipeline to fit.

  • params (dict) – string -> object. Parameters passed to the fit method of each step, where each parameter name is prefixed such that parameter p for step s has key s__p.

Returns

sklearn Pipeline object.

Return type

pipeline