Soraya is a package that selects the most important features using an innovative hybrid method.
Project description
soraya
Soraya is a package for selecting the most important features that has been developed using an innovative hybrid method. Soraya identifies and selects the most relevant features for regression and classification tasks.
Installation
To use the soraya package, the Shap package must be installed with "pip install shap". In general, the following libraries and packages are utilized by soraya:sklearn, pandas, numpy, tqdm, xgboost and shap.
How to use soraya
After installing soraya, simply execute the following two lines of code.
import soraya
main()
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