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Adding test scripts #76

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@prateekdesai04 prateekdesai04 commented Sep 6, 2024

Description of changes:
temp_script.py fits TABPFN and RF models on two datasets - namely Australian and blood-transfusion-service-center over 3 folds.
this is then passed over to be compared to models in tabrepo, namely Catboost and LightGBM, note that we only retrieve 2 folds when fetching metrics from tabrepo.
This fold mismatch is done on purpose to see if the final dataframe after compare_metrics() is correct or not.

Below is the attached screenshot of the final df, which groups and compares the fitted AG models with TabRepo configs
image

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