Metadata-Version: 2.1
Name: ZenitAI
Version: 0.6.0
Summary: Tools for ML
Home-page: https://github.com/CEM3H/zenit-ai
Author: Stepan Kadochnikov
Author-email: kadochnikov.sv@gmail.com
License: UNKNOWN
Project-URL: Bug Tracker, https://github.com/CEM3H/zenit-ai/issues
Description: # ZenitAI
        ## Description
        ZenitAI is a Python library focused on providing convenient tools for machine learning tasks. For now the library is focused on binary classification tasks.
        
        ## What's inside
        **The main component of the library:**
        A tool for conducting WOE-analysis in classification tasks on tabular data.
        
        It is a highly customizable class facilitating data transormation with almost no effort. Class uses standard `sklearn`-like interface for transformation
        
        **Library also includes:**
        1. some wrapper functionss allowing avoiding a considerable amount of boilerplate needed with working with `skikit-learn`.
        2. a tool for managing multiple launches of machine-learning models (in early development stage)
        
        # Installation
        ```pip install zenitai```
        # Documentation
        Documentation can be found on Read the Docs
        https://zenit-ai.readthedocs.io/en/latest/
        # Quickstart
        :TBD:
        
        # Examples
        :TBD:
        
        # Limitations
        :TBD:
        
        # TODO list
        TODO:
        - Add `to_pickle` method for WoeTransformer
        - Add error logging
        - Add `tqdm` integration
        - Add some usecases for WoeTransformer
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
