conformal topic

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

Lightweight, useful implementation of conformal prediction on real data.

aangelopoulos

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

aangelopoulos

Spherical conformal map for genus-0 closed surfaces

garyptchoi

Conformal prediction for time-series applications.

aangelopoulos

Implementation of Conformal curvature flow using spin transformations, to achieve a spherical embedding

nitronoid