#Conformal

aangelopoulos

conformal-prediction

Lightweight, useful implementation of conformal prediction on real data.

aangelopoulos

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).

aangelopoulos

conformal-risk

Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.