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
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

# 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


