xgboost_to_sas

Created by cyda - Carrie Lo & Yeung Wong

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Please acknowledge team cyda - Carrie Lo and Yeung Wong when using the code

If you find this script is helpful, please feel free to endorse us through Linkedin!

Linkedin:

• Carrie Lo - https://www.linkedin.com/in/carrielsc/
• Yeung Wong - https://www.linkedin.com/in/yeungwong/

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Project Description

This project demostrate a hack to deploy your trained ML models such as XGBoost and LightGBM in SAS.

Project Details

To check the tutorial article, please click here.

The package used is m2cgen. m2cgen(Model 2 Code Generator) - is a lightweight library which provides an easy way to transpile trained statistical models into a native code (Python, C, Java, Go, JavaScript, Visual Basic, C#, PowerShell, R, PHP, Dart, Haskell, Ruby, F#). To know more about the package, you can refer to the docunment here.

Data used in the scripts is Iris dataset loaded from sklearn.

Demonstration

Demo 1: Convert XGBoost model to VBA, then to SAS scripts

Demo 2: Convert XGBoost model to VBA, then to SAS scripts (with missing values)