• Stars
    star
    49
  • Rank 582,657 (Top 12 %)
  • Language
    Python
  • License
    GNU General Publi...
  • Created over 5 years ago
  • Updated almost 3 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Approximate knockoffs and model-free variable selection.

More Repositories

1

conditional-conformal-pvalues

Conditional calibration of conformal p-values for outlier detection.
Python
33
star
2

arc

Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems
Python
31
star
3

knockoff-filter

A versatile interface to the knockoff methodology.
MATLAB
23
star
4

chr

Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems
Python
20
star
5

knockoffgwas

A flexible tool for the multi-resolution localization of causal variants across the genome, accounting for population structure.
C++
14
star
6

cqr-comparison

A comparison of some conformal quantile regression methods.
Python
12
star
7

knockoffzoom

A flexible tool for the multi-resolution localization of causal variants across the genome
R
11
star
8

conformalized-sketching

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 sketch of those data.
Python
6
star
9

course-2023-collegio

Predictive uncertainty in machine learning with conformal inference
Jupyter Notebook
5
star
10

snpknock-python

Python package to generate knockoffs for hidden Markov models and genetic data.
Python
5
star
11

course-2023-ness

Jupyter Notebook
2
star
12

snpknock

R package to generate knockoffs for hidden Markov models and genetic data.
C++
2
star
13

conformal-label-noise

This repository implements conformal prediction methods for classification tasks that can automatically adapt to random label contamination in the calibration sample.
Python
2
star
14

i-modelx

Subgroup-selective knockoff filter
R
1
star
15

usc_dso522_fall2024

Jupyter Notebook
1
star
16

conformal_nout

R
1
star