Tools for ML
Project 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:
- some wrapper functionss allowing avoiding a considerable amount of boilerplate needed with working with
skikit-learn
. - a tool for managing multiple launches of machine-learning models (in early development stage)
Installation
pip install git+https://github.com/CEM3H/zenit-ai.git
Documentation
:TBD:
Quickstart
:TBD:
Examples
:TBD:
Limitations
:TBD:
TODO list
TODO:
- добавить метод to_pickle
- добавить логирование ошибок при обучении
- добавить возможность активации tqdm
- добавить юзкейсы в docstring WoeTransformera
Project details
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ZenitAI-0.5.2.tar.gz
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