Metadata-Version: 1.1
Name: datapreprep
Version: 0.0.1
Summary: A Data Pre Processing Package
Home-page: https://share.streamlit.io/mohammed-muzzammil/data_pre_processing/main/st1.py
Author: Mohammed Muzzammil
Author-email: muzzammilsilat56@gmail.com
License: MIT
Description: This is a Data pre processing package where you can Treat 
        1) Missing Values using Traditional method - Mean , Median, Mode,Knn Method
        2) Outlier Treatment using - IQR , Zscore
        3) Feature Scaling using - Standard Scalar , Min Max Scalar, Robust Scalar, Max absolute scalar.
        
        ------------------Missing Value Treatment---------------------------------
        
        Mean   -   treat_mean(dataframe)
        Median  -  treat_median(dataframe)
        Mode  -  treat_mode(dataframe)
        KNN -    treat_knn(dataframe,int) # int specify nearest neighbour by default 1
        
        ---------Get information of a dataframe ---------------------------------
        
        info(dataframe)
        
        --------------------------Outlier Treatment-----------------------------------------------------
        
        IQR ---  ot_iqr(dataframe,column_name)
        
        Zscore-- ot_zscore(dataframe,column_name)
        
        
        --------------------------------------Feature Scaling---------------------------------------
        
        Standard Scalar ---   f_standardscalar(dataframe)
        
        Min Max Scalar ---  f_minmax(dataframe)
        
        Robust Scalar ----  f_robustscalar(dataframe)
        
        Max absolute Scalar ---   f_maxabs(dataframe)
        
        
        ------------------------------You can also use the GUI version of our package---------------------------------------
               -----------We'll love it if give it a try-------------------
        
        https://share.streamlit.io/mohammed-muzzammil/data_pre_processing/main/st1.py
        
        
        
        
        
        
        Change Log
        ============
        
        0.0.1 (22/11/2020)
        -----------------------
        - First Release
        
Keywords: data processing
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Education
Classifier: Operating System :: Microsoft :: Windows :: Windows 10
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
