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def compare_on_dataset(data, target_variable=None, lr=0.001, patience=150):
from IPython.display import display
df = (
pd.read_csv(data)
# Rename columns to lowercase and underscores
.pipe(lambda d: d.rename(columns={
k: v for k, v in zip(
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