Popular GitHub Repositories for Conformal Regressors

Lightweight, useful implementation of conformal prediction on real data.

Python package for conformal prediction

A Python toolbox for conformal prediction research on deep learning models, using PyTorch.

Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.

Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning

Official Implementation for the "Conffusion: Confidence Intervals for Diffusion Models" paper.

Conformal prediction for time-series applications.

? Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster

Uncertainty Quantification over Graph with Conformalized Graph Neural Networks (NeurIPS 2023)

Public release for "Explore until Confident: Efficient Exploration for Embodied Question Answering"

A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, AdsGrad, CG, Nesterov etc.) and Classifiers/Regressors (Logistic Regression, SVMs, Least Squares Regression etc.)

Conformal Anomaly Detection

Conformal Language Modeling

Unofficial implementation of Conformal Language Modeling by Quach et al

An introduction to conformal prediction

Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms

[CVPR'25] Conformal prediction for vision-language models. Enhancing VLMs deployment with reliability gurarantees.

CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning

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

论文《基于交叉一致性p值的异常检测中的不确定性量化》中进行了可重复的实验。