Louis Luk tmclouisluk
tmclouisluk
/ get_shap.py
Created
August 13, 2026 01:54
AutoGluon XGBoost k-fold model gets SHAP values
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| from autogluon.tabular import TabularDataset, TabularPredictor | |
| import shap | |
| train_data = TabularDataset('https://autogluon.s3.amazonaws.com/datasets/Inc/train.csv') # returns a pandas DataFrame, also works with parquet files | |
| subsample_size = 1000 # subsample data for a faster demo | |
| train_data = train_data.sample(n=subsample_size, random_state=0) | |
| label = 'class' | |
| print(f"Unique classes: {list(train_data[label].unique())}") |