from sklearn import set_config
from sklearn.datasets import make_classification
from sklearn.dummy import DummyClassifier
from sklearn.linear_model import LogisticRegression
from sklearn.model_selection import GridSearchCV
from sklearn.pipeline import Pipeline
from sklearn.preprocessing import StandardScaler

set_config(display="diagram")

X, y = make_classification(random_state=42)

pipeline = Pipeline([("scale", StandardScaler()), ("clf", DummyClassifier())])
param_grid = {"clf": [DummyClassifier(), LogisticRegression()]}