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from typing import Any, Dict, List
import pandas as pd
def load_data(path: str) -> pd.DataFrame:
...
def get_classes(data: pd.DataFrame, target_col: str) -> List[str]:
"""Task for getting the classes from the Iris data set."""
...
def encode_categorical_columns(data: pd.DataFrame, target_col: str) -> pd.DataFrame:
"""Task for encoding the categorical columns in the Iris data set."""
...
def split_data(data: pd.DataFrame, test_data_ratio: float, classes: list) -> Dict[str, Any]:
"""Task for splitting the classical Iris data set into training and test
sets, each split into features and labels.
"""
...
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