Metadata-Version: 2.1
Name: wickedhot
Version: 0.2.5
Summary: Wicked easy one-hot-encoding in pure python with (mostly) no dependencies
Home-page: https://github.com/dave31415/wickedhot
Author: David Johnston
Author-email: dave31415@gmail.com
License: MIT
Download-URL: https://pypi.org/project/wickedhot/
Description: # wickedhot
        Wicked easy one-hot-encoder in pure python with no dependencies
        
        Properties
        
        * Built for streaming
        * Easy configuration of maximum number of levels
        * Simple handling of unseen categorical levels
        * Unobtrusive handling of numerical values
        * Built in serialization and persistence of encoder
        * Html form generation capability for use in web apps
        * Well tested
        
        
        May 1, 2020
        First pypi version 0.1.0
        
        May 4, 2020
        version 0.1.2
        Included html form generation and numeric statistics
        
        
        May 4, 2020
        version 0.1.3
        Bug fix, include template directory in setup
        
        May 18, 2020
        version 0.1.6
        HTML form generation
        
        July 16, 2020
        version 0.2.0
        Added functionality to form generation to omit fields and add extra ones.
        Useful when you have dropped base features prior to endcoding and want them back
        or just want to upload other user supplied info.
        
        July 16, 2020
        version 0.2.1
        Added omit_cols so some columns can have encoding info calculated
        (useful for forms for example) but will not produce encoded variables.
        
        July 16, 2020
        version 0.2.2
        Convert categorical with too many levels from drop down to input
        
        July 28, 2020
        version 0.2.3
        Fixed bug in reservoir sampler
        
        Sept 15, 2020
        version 0.2.4
        Removed min and max value from stats in forms
        made the default value an integer for big numbers
        
Keywords: one-hot encoding,machine learning
Platform: UNKNOWN
Description-Content-Type: text/markdown
