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@@ -93,3 +93,42 @@ design-space exploration workflows beyond these specific model implementations.
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  The open-source license (CC BY-NC-SA 4.0) governs use of these models.
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  This notice is informational only.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  The open-source license (CC BY-NC-SA 4.0) governs use of these models.
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  This notice is informational only.
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+
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+ ## Pickle Model Inference
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+
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+ Environment confirmed to be able to load the pickled models:
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+ ```
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+ > python --version
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+ Python 3.13.7
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+ > pip list
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+ Package Version
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+ ----------------- -----------
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+ cloudpickle 3.1.2
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+ colorama 0.4.6
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+ contourpy 1.3.3
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+ cycler 0.12.1
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+ fonttools 4.61.1
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+ joblib 1.5.3
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+ kiwisolver 1.4.9
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+ llvmlite 0.46.0
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+ matplotlib 3.10.8
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+ numba 0.63.1
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+ numpy 2.3.5
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+ packaging 25.0
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+ pandas 2.3.3
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+ pillow 12.1.0
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+ pip 25.2
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+ pyparsing 3.3.1
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+ python-dateutil 2.9.0.post0
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+ pytz 2025.2
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+ scikit-learn 1.8.0
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+ scipy 1.16.3
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+ shap 0.50.0
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+ six 1.17.0
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+ slicer 0.0.8
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+ threadpoolctl 3.6.0
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+ tqdm 4.67.1
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+ typing_extensions 4.15.0
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+ tzdata 2025.3
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+ xgboost 3.2.0
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+ ```