How to use SAP/CASE with CASE:
pip install git+https://github.com/SAP-samples/case
import pandas as pd from case.embedding import CaseTransformer X = pd.DataFrame({ "job": ["Junior Data Scientist", "Senior Data Scientist", "Engineering Manager", "Product Executive"], "years_experience": [1.5, 10.0, 12.0, 14.0], }) y = pd.Series([72000, 130000, 165000, 210000], name="income") case_embedder = CaseTransformer() X_enhanced = case_embedder.fit_transform(X, y) # X_enhanced can now be fed to any tabular learner (e.g. TabICL)
· Sign up or log in to comment
