conformalprediction Goto Github PK

adaptiveconformal

Code for reproducing the main figures in https://arxiv.org/abs/2106.00170.

awesome-conformal-prediction

A curated list of awesome Conformal Prediction videos, tutorials, books, papers, articles and open-source libraries.

cfcausal

R package cfcausal

conformal

Tools for conformal inference in regression

conformal-1

Conformal prediction in R

cppconformal

An implementation of conformal regression with Rcpp.

crepes

Conformal regressors and predictive systems

drums-nlp-codesnapshot

Final repository for research paper

enbpi

Code for ICML 2021 Oral Paper: Conformal Prediction Interval for Dynamic Time-Series AND the extended version under review by the Journal of Machine Learning Research

ensemble-conformalized-quantile-regression

Implementation and examples of use of the ensemble conformalized quantile regression (EnCQR) algorithm.

ltt

Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

mapie

A scikit-learn-compatible module for estimating prediction intervals.

otsad

Online Time Series Anomaly Detectors

randomforest

Julia implementation of random forests for classification and regression with conformal prediction

rcps

Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"

replication_dcp

rfinterval

An R package "rfinterval": Predictive Inference on Random Forests

scp

R Package for Spatial Conformal Prediction

tries-ts-cp

Exploratory codes for Conformal Prediction inference for time series data.