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msesia.github.io Public
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HTML UpdatedMay 22, 2025 -
i-modelx Public
The Adaptive Local Knockoff Filter
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conformal-label-noise Public
This repository implements conformal prediction methods for classification tasks that can automatically adapt to random label contamination in the calibration sample.
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course-2023-collegio Public
Predictive uncertainty in machine learning with conformal inference
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arc Public
Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems
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Conditional calibration of conformal p-values for outlier detection.
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conformalized-sketching Public
A flexible conformal inference method for constructing confidence intervals for the frequencies of queried objects in a very large data set, based on the information contained in a much smaller ske…
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knockoffgwas Public
A flexible tool for the multi-resolution localization of causal variants across the genome, accounting for population structure.
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knockoff-filter Public
A versatile interface to the knockoff methodology.
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chr Public
Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems
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deepknockoffs Public
Approximate knockoffs and model-free variable selection.
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knockoffzoom Public
A flexible tool for the multi-resolution localization of causal variants across the genome
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ukbiobank_knockoffs Public
Code for the analyis of the UK Biobank data with multi-resolution knockoffs
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snpknock Public
R package to generate knockoffs for hidden Markov models and genetic data.
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cqr-comparison Public
A comparison of some conformal quantile regression methods.
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snpknock-python Public
Python package to generate knockoffs for hidden Markov models and genetic data.
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