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Update custom_definitions.py #37

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22 changes: 22 additions & 0 deletions custom_definitions.py
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Original file line number Diff line number Diff line change
Expand Up @@ -19,3 +19,25 @@
# Your code
#==============Your Name=====================
#Dont remove the following snippet and follow the same

#==============Arjun E Naik=====================
class Features(BaseEstimator, TransformerMixin):
def __init__(self):
pass

def fit(self, X, y=None):
return self

def transform(self, X, y=None):
X_copy = X.copy()


if 'depth_percentage' not in X_copy.columns or 'table_percentage' not in X_copy.columns:
raise ValueError("Both 'depth_percentage' and 'table_percentage' must be in the input data to compute density.")


X_copy['depth_table_ratio'] = X_copy['depth_percentage'] / (X_copy['table_percentage'].replace(0, np.nan))
return X_copy


#==============Arjun E Naik=====================