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`MapieClassifier` should accept the ``method`` argument as an Iterable so conformity scores just need to be calibrated once to estimate prediction sets with different conformal methods.
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Hello all,
Thank you very much for making this framework available for all. Please can someone share with me the code for getting the target predictions for a given compound on Chembl platform. Th…
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The Transformed Target forecaster is not implemented in sktime, is it possible if it gets implemented? Is there an alternative to manually implement prediction intervals ensemble models?
Have the…
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I read your fantastic paper on [A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification](https://arxiv.org/pdf/2107.07511.pdf) and wanted to ask about the applic…
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As described in section 2.2 of this tutorial:
http://people.eecs.berkeley.edu/~angelopoulos/publications/downloads/gentle_intro_conformal_dfuq.pdf
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At http://people.eecs.berkeley.edu/~angelopoulos/blog/posts/conformal-classification/ it computes `\lambda 1{j > k_{reg}}`. Should `j` be `i` instead? If not, why does it make sense to compare an imag…
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The naive method principle is to take all the classes with the higher softmax output such that their sum is almost equal to 1-alpha (the confidence level). It would able the user to compare conformal …
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Hi there,
Is it possible to obtain prediction quality? Is there any computation under the hood within this package to find the conformal prediction? If there weren't any could you please add it as …
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Would love if tidymodels (in {parsnip} or more likely in a separate pacakge) had support for more generalizable approaches to buiding prediction intervals across choice of model specification (and tha…
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This issue will track progress for anomaly detection in time series tasks.
The design for a first working implementation is to flag any point that falls outside the predicted range as an anomaly.
…