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Online Conformal Prediction with Decaying Step Sizes

Anastasios N. Angelopoulos, Rina Foygel Barber, and Stephen Bates

This is a lightweight codebase used to reproduce the experiments in our paper. To run it, you will need the following dependencies:

jupyter
numpy
matplotlib
seaborn
pandas
gdown

There are two relevant notebooks: elec2.ipynb and imagenet-smallest-sets.ipynb, which implement the according experiments in our paper.

Our main method is implemented as the only function in core.py.

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