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
- ...
- Handling missing values and outliers
- Exploratory Data Analysis, EDA
- Binning and WOE transformation
- Score Card
Install yasc by running:
pip install yasc
or
pip install git+https://github.com/Keris/yasc.git
- Issue Tracker: https://github.com/Keris/yasc/issues
If you are having any issues, please let us know.
This project is licensed under the MIT license.