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Diabetes_Disease_Outcome_AI_System_ML / utils /preprocessing.py

D0nG4667

feat: Implement Machine Learning system architecture

fdadf61 9 months ago

313 Bytes

import pandas as pd
from typing import Dict, Any

def dataframe_from_dict(data: Dict[str, Any]) -> pd.DataFrame:
    """
    Converts a single dictionary input into a DataFrame 
    suitable for scikit-learn pipelines.
    """
    # Create DataFrame from single record
    df = pd.DataFrame([data])
    return df

	import pandas as pd
	from typing import Dict, Any

	def dataframe_from_dict(data: Dict[str, Any]) -> pd.DataFrame:
	"""
	Converts a single dictionary input into a DataFrame
	suitable for scikit-learn pipelines.
	"""
	# Create DataFrame from single record
	df = pd.DataFrame([data])
	return df