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### Short description of current behavior
it will come out a wrong confidence 0.0001 when the confidence is more than 0.99
### Video or screenshots
 ? Doing so it would…
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### Description
It would be really interesting to be able to get the full conformal production distribution (equivalent of the CDF). A bit like this article describe: https://valeman.medium.com/how-…
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**Describe the bug**
A clear and concise description of what the bug is.
**To Reproduce**
Steps to reproduce the behavior:
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## Motivation
We currently use a formulation that looks directly at past values ("autoregressive" AR).
We could generalize this to..
- handle expected model prediction errors: "moving average"…
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After reading Kerrigan et al.'s (2021) original paper, I encountered an issue with equation (8). The inference function in the model combines output logits and a confusion matrix. However, your paper …
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Hello, I just want to make sure I am understanding correctly about how prediction intervals are used. I've been reading the documentation and code, but it's a bit difficult to comprehend without pulli…
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Hey there 👋
Thanks for putting this together and maintaining with a high quality!
There seems to be a duplicate entry of a video URL in the README:
https://github.com/valeman/awesome-conformal-p…
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Hi!
Thank you for creating Puncc. I'm trying to use LocallyAdaptiveCP as described here https://deel-ai.github.io/puncc/regression.html#deel.puncc.regression.LocallyAdaptiveCP
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While trying to understand the method for selective classification, I tried to run your code and to plot the curves of the selective risk and its upper bound.
This is the code that I added to plot th…