aangelopoulos
Follow
Ph.D. student at UC Berkeley AI Research.
-
University of California, Berkeley
- Berkeley, California
- angelopoulos.ai
- https://orcid.org/0000-0001-9787-0579
- @ml_angelopoulos
Highlights
- Pro
Pinned Loading
-
conformal-prediction
conformal-prediction PublicLightweight, useful implementation of conformal prediction on real data.
-
conformal_classification
conformal_classification PublicWrapper 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).
-
conformal-risk
conformal-risk PublicConformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.
-
conformal-time-series
conformal-time-series PublicConformal prediction for time-series applications.
Something went wrong, please refresh the page to try again.
If the problem persists, check the GitHub status page or contact support.
If the problem persists, check the GitHub status page or contact support.