We would like to get rid of SQLAlchemy and use psycopg3 directly. The first step towards that goal requires us to get rid of pandas and the evaluations catwalk component is the way to start.
We need to do the sorting while evaluating the performance of a model without pandas in all the current options: best, worst, and random.
The code to modify is on catwalk.utils $\rightarrow$ sort_predictions_and_labels, and catwalk.evaluations
We would like to get rid of
SQLAlchemyand usepsycopg3directly. The first step towards that goal requires us to get rid of pandas and the evaluations catwalk component is the way to start.We need to do the sorting while evaluating the performance of a model without pandas in all the current options: best, worst, and random.
The code to modify is on$\rightarrow$
catwalk.utilssort_predictions_and_labels, andcatwalk.evaluations