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yasc's Introduction

YASC: Yet Another Score Card

Documentation Status

Why do I build YASC?

In my daily work, the most part of my work is to build a score card model and I've found I write some code repeatedly almost every time, so why don't I build a package? Before doing this I found there is already a tool named scorecardpy out of the shelf with 300+ stars on Github. But after serveral times of using of it, I've found it cannot well fit my taste:

  • Not very Pythonic
  • No documents
  • The plots are not very pretty
  • ...

Features

  • Handling missing values and outliers
  • Exploratory Data Analysis, EDA
  • Binning and WOE transformation
  • Score Card

Installation

Install yasc by running:

pip install yasc

or

pip install git+https://github.com/Keris/yasc.git

Contribute

Support

If you are having any issues, please let us know.

License

This project is licensed under the MIT license.

yasc's People

Contributors

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Stargazers

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Watchers

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