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Roel Hulsman's Projects

conformal_classification icon conformal_classification

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

cqr icon cqr

Conformalized Quantile Regression

ltt icon ltt

Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

rcps icon rcps

Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"

txt2graphllms icon txt2graphllms

On the Impact of Model Size and Learning Method for General and Biomedical Text-to-Graph Large Language Models

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