Metadata-Version: 2.1
Name: preprocessutils
Version: 1.0.0
Summary: UNKNOWN
Home-page: UNKNOWN
Author: Punit Nanda
Author-email: punit.nanda01@gmail.com
License: MIT
Description: # preprocessutils
        
        This packages has data processing tools which can be used to make developer work easier
        
        ## Installation
        
        pip install preprocessutils
        
        ## Usage
        
        from preprocessutils import fix_imbalance
        
        # OVER-SAMPLE
        balanced_dataframe = fix_imbalance(data=df, target=target, threshold=10.0, oversample=True)
        
        # OVER-SAMPLE SMOTE
        balanced_dataframe = fix_imbalance(data=df, target=target, threshold=10.0, smote=True)
        
        # UNDER-SAMPLE
        balanced_dataframe = fix_imbalance(data=df, target=target, threshold=10.0, oversample=False)
Platform: UNKNOWN
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Description-Content-Type: text/markdown
