Metadata-Version: 2.1
Name: snaplib
Version: 0.2.1
Summary: Data preprocessing lib
Home-page: https://github.com/kolasdevpy/snaplib
Author: Artyom Kolas
Author-email: artyom.kolas@gmail.com
License: UNKNOWN
Description: <h1>snaplib</h1>
        <h2>A simple data preprocessing tools.</h2>
        
        ____________________________________________
        
        # user guide
        
        ### Kaggle Notebook
        
        ### Classification    
        <https://www.kaggle.com/code/artyomkolas/titanic-snaplib-classification/notebook>
        
        
        ### Regression    
        <https://www.kaggle.com/artyomkolas/snaplib-user-guide/notebook>
        
        
        ____________________________________________
        
        # PyPi
        
        !pip install snaplib           
        from snaplib.snaplib import Snaplib     
        sl = Snaplib()    
               
             
              
        1. sl.nan_info     
        2. sl.nan_plot     
        3. sl.cleane     
        4. sl.recover_data - NaN imputing with ML     
        5. sl.train_test_split_balanced     
        6. sl.encode_dataframe     
        7. sl.decode_dataframe     
        8. sl.k_folds_split     
        ### For one and list of algorithms    
        9. sl.cross_val    
        10. sl.features_selection_clsf     
        11. sl.fit_stacked     
        12. sl.save_stack     
        13. sl.load_stack     
        14. sl.predict_stacked      
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3.7
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Description-Content-Type: text/markdown
