A Python library for automated data preprocessing, exploratory analysis, and basic model testing.
- Automated data preprocessing
- Missing value analysis and handling
- Outlier detection
- Basic statistical analysis
- Simple model testing capabilities
pip install .from data_processing import DataProcessing
import pandas as pd
# Load your data
df = pd.DataFrame(...) # Your data here
# Initialize the AutoPrep object
dp = AutoPrep(df)
# Run full analysis
results = dp.run_full_analysis(target='target_column')For detailed documentation, please refer to the docstrings in the code or build the Sphinx documentation:
cd docs
make html