conformal-prediction

alireza-javanmardi/conformal-RUL-intervals

Conformal Prediction Intervals for Remaining Useful Lifetime Estimation (IJPHM 2023)

gchers/random-world

Standalone implementation of Conformal Prediction and other distribution-free Machine Learning methods.

predict-idlab/cct-cmc

Implementation of Conformal Convolution T-learner (CCT) and Conformal Monte Carlo (CMC) learner

AlgoTrading101/Conformal-Prediction-MAPIE-Algotrading101

Conformal Prediction - A Practical Guide with MAPIE

zlin7/LVD

Locally Valid and Discriminative Prediction Intervals for Deep Learning Models

mertyg/beyond-confidence-atypicality

Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"

cambridge-mlg/acp

Implementation for the paper "Approximating full conformal prediction at scale via influence functions"

clu5/federated-conformal

Conformal Prediction + Federated Learning

PDBeurope/protein-cluster-conformers

Clusters protein chains based on CA distance difference

rguo12/KDD24-Conformal

Code for Conformal Counterfactual Inference under Hidden Confounding (KDD’24)

zlin7/TQA

leoandeol/cods

🐟 CODS - Conformal Object Detection and Segmentation

alextimans/conformal-od

Code repository for the paper "Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction" @ ECCV 2024 (Oral)

CoryMcCartan/conformalbayes

Jackknife(+) Predictive Intervals for Bayesian Models

Networks-Learning/improve-expert-predictions-conformal-prediction

Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023

richardangell/pitci

Prediction intervals for trees using conformal intervals. Docs at https://pitci.readthedocs.io/en/latest/

M-Soundouss/density_based_conformal_prediction

Code for paper "Deep conformal prediction for robust models"

nafisehkakhani/Conformal_Prediction_DSM

Conformal Prediction for Digital Soil Mapping

ying531/conformal-selection

Repository for R and Python packages and reproduction codes in Weighted Conformalized Selection paper

AlaaLab/WebCP

[ NeurIPS 2023 R0-FoMo Workshop ] Official Codebase for "Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data"

matinmoezzi/ups_conformal_classification

An Uncertainty-Aware Pseudo-Label Selection Framework using Regularized Conformal Prediction

roahmlab/crows

CROWS: Conformalized Reachable Sets for Obstacle Avoidance With Spheres

yugjerry/conf-mc

Conformalized matrix completion

albertotonda/symbolic-regression-conformal-prediction

Using symbolic regression to automatically discover functions for normalized conformal regresors.

clu5/AAAI-22

Repo for "Fair Conformal Predictors for Applications in Medical Imaging" paper

zlin7/CPTD

zlin7/FavMac

Code for the ICML 2023 paper "Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control"

OliverHennhoefer/unquad

Conformal Anomaly Detection

Techtonique/learningmachine

Machine Learning with uncertainty quantification and interpretability

Bradley-Butcher/TopCon

TopCon^2 - Conformal Constrained Topic Classification

enriquegit/conformal-prediction-multiuser

Conformal Prediction in Multi-User Settings

julilien/C2S2L

Supplementary material and code for "Conformal Credal Self-Supervised Learning" as published at COPA 2021.

matthewyccheung/conformal-metric

Everything related to translating conformal predictors into practice

Networks-Learning/Improve-Screening-via-Calibrated-Subset-Selection

Code for "Improving Screening Processes via Calibrated Subset Selection", ICML 2022

paulinamoskwa/R-Stats

Easy-to-use collection of statistical methods and techniques, all written in R 🗂