The package of Auto-DP ( Automated System for Data Preparation).
Project description
autodatapre
Project description
Automated System for Efficient Generation of Data Preparation Pipeline
Quick Start
- Before running the code, please make sure your Python version is 3.10.
- pip install autodatapre
Run Example
- AutoDP.testFunction() provide two examples
- datasetName=csv_path datasetTarget = '' runTime = 10 df = pd.read_csv(datasetName, sep=',', encoding='ISO-8859-1') detailResult, preparedDataset = Classifier(df, datasetName, datasetTarget, runTime) EnhancedFunction(df, preparedDataset, detailResult, taskType="CLA")
- datasetName=csv_path datasetTarget = '' df = pd.read_csv(datasetName, sep=',', encoding='ISO-8859-1') detailResult, preparedDataset = Regressor(df, datasetName, datasetTarget, runTime) EnhancedFunction(df, preparedDataset, detailResult, taskType="CLA")
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