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import autokeras as ak
 
clf = ak.ImageClassifier()
# ?w?K
clf.fit(X_train, y_train)
# ?\??
predictions = clf.predict(X_test)

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# ???f???̏?????
model = ak.AutoModel(
    inputs=[ak.ImageInput(), ak.StructuredDataInput()],
    outputs=[
        ak.RegressionHead(metrics=["mae"]),
        ak.ClassificationHead(loss="categorical_crossentropy", metrics=["accuracy"]),
    ],
    overwrite=True,
    max_trials=2
)
# ???f???̊w?K
model.fit(
    [image_data, structured_data],
    [regression_target, classification_target],
    epochs=3
)