8bd29158f50286a0896a8d239056da0676024551,tpot/built_in_operators.py,ZeroCount,transform,#ZeroCount#Any#Any#,34

Before Change

        X_transformed = np.copy(X)

        non_zero = np.apply_along_axis(
            lambda row: np.count_nonzero(row),
            axis=1,
            arr=X_transformed
        )
        zero_col = np.apply_along_axis(
            lambda row: (n_features - np.count_nonzero(row)),
            axis=1,
            arr=X_transformed

After Change

        X_transformed = np.copy(X)

        non_zero = np.reshape(np.count_nonzero(X_transformed, axis=1), (-1,1))
        zero_col = np.reshape(n_features - np.count_nonzero(X_transformed, axis=1), (-1,1))

        X_transformed = np.hstack((non_zero, X_transformed))
        X_transformed = np.hstack((zero_col, X_transformed))

Instances