aquin.recipe.tabular Namespace Reference

Functions
str	_task (Recipe recipe, pd.Series y)
Pipeline	_build_pipeline (str method, str task, pd.DataFrame X, dict[str, Any] train_cfg)
dict[str, float]	_scores (str task, Any y_true, Any y_pred)
float	_gate_score (str metric, dict[str, float] scores, str task)
dict[str, Any]	train_tabular (Recipe recipe, Run recorder, Path out_dir)

Function Documentation

_build_pipeline()

Pipeline _build_pipeline ( str method, str task, pd.DataFrame X, dict[str, Any] train_cfg )

protected

Definition at line 45 of file tabular.py.

Referenced by train_tabular().

_gate_score()

float _gate_score ( str metric, dict[str, float] scores, str task )

protected

Definition at line 98 of file tabular.py.

Referenced by train_tabular().

_scores()

dict[str, float] _scores ( str task, Any y_true, Any y_pred )

protected

Definition at line 88 of file tabular.py.

Referenced by train_tabular().

_task()

str _task ( Recipe recipe, pd.Series y )

protected

Definition at line 34 of file tabular.py.

Referenced by train_tabular().

train_tabular()

dict[str, Any] train_tabular	(	Recipe	recipe,
		Run	recorder,
		Path	out_dir )

Definition at line 104 of file tabular.py.

References _build_pipeline(), _gate_score(), _scores(), and _task().