Metadata-Version: 2.1
Name: myimpute
Version: 0.0.1
Summary: Imputes missing data like a linear equation
Home-page: https://github.com/imjxydhh/MyImputation
Author: Shaobo Zhuang
Author-email: dcbajk@vip.qq.com
License: MIT
Description: # README
        
        ### Introduction
        It only contains one function which accept a dataframe 
        with missing values and replace the NaNs with mean value 
        of the value around these NaNs. The imputation is linear, e.g.
        [nan,nan,5,8] => [-1,2,5,8], [3,nan,nan,9] => [3,5,7,9],
        [1,5,nan,nan] => [1,5,9,13]
        
        Currently only DataFrame is accepted, I may consider to support 
        any arrry-like object in the future.
        
        
        ### Tips
        1. This is actually a package for practice packaging in python. So there may be problems
        with the algorithm and the algorithm may not be efficient.
        2. There should be at least 2 non-nan value in the input, otherwise the original 
        DataFrame will be returned.
        3. Only float point number is tested, so be careful if use this function with other
        value types
Keywords: Imputation,Missing Values,Missing,Linear,Mean
Platform: UNKNOWN
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3.8
Classifier: License :: OSI Approved :: MIT License
Requires-Python: >=3.6
Description-Content-Type: text/markdown
