Training Data

Managing and improving training data quality.

Data Labeling Strategies

Manual Labeling

# Export for Label Studio
def export_for_labeling(data: pd.DataFrame, output_path: str):
    tasks = [
        {"data": {"text": row["text"]}, "id": idx}
        for idx, row in data.iterrows()
    ]
    with open(output_path, 'w') as f:
        json.dump(tasks, f)