Conformalized Quantile Regression
☆303Feb 2, 2026Updated last month
Alternatives and similar repositories for cqr
Users that are interested in cqr are comparing it to the libraries listed below
Sorting:
- Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems☆24Mar 26, 2022Updated 3 years ago
- Orthogonal Quantile Regression☆12Oct 21, 2021Updated 4 years ago
- Python implementation of the conformal prediction framework.☆478Mar 20, 2021Updated 4 years ago
- Valid and adaptive prediction intervals for probabilistic time series forecasting.☆103Mar 15, 2025Updated 11 months ago
- Python package for conformal prediction☆555Oct 9, 2025Updated 4 months ago
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆130Nov 25, 2023Updated 2 years ago
- Lightweight, useful implementation of conformal prediction on real data.☆1,016Nov 14, 2025Updated 3 months ago
- A comparison of some conformal quantile regression methods.☆13Sep 14, 2019Updated 6 years ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆255Jan 23, 2023Updated 3 years ago
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,163Feb 22, 2026Updated last week
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,523Updated this week
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆87Feb 1, 2024Updated 2 years ago
- Conditional calibration of conformal p-values for outlier detection.☆37Nov 15, 2022Updated 3 years ago
- ☆13Jun 13, 2022Updated 3 years ago
- ☆28Oct 21, 2022Updated 3 years ago
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Jan 27, 2023Updated 3 years ago
- Fast implementation of Venn-ABERS probabilistic predictors☆76Feb 15, 2024Updated 2 years ago
- Code for paper "Copula-based conformal prediction for Multi-Target Regression"☆34Apr 1, 2021Updated 4 years ago
- Quantile Regression Forests compatible with scikit-learn.☆253Jan 19, 2026Updated last month
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆176May 17, 2024Updated last year
- A Library for Uncertainty Quantification.☆921Apr 23, 2025Updated 10 months ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆447Nov 1, 2025Updated 4 months ago
- Official Code for the ICCPS 2023 conference paper (nominated for best paper award) and ICML 2022 PODS workshop paper.☆16Nov 15, 2024Updated last year
- Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.☆76Nov 7, 2024Updated last year
- ☆11Jun 4, 2023Updated 2 years ago
- ☆16Oct 2, 2022Updated 3 years ago
- Contains the code to run the different models considered in the paper "Valid prediction intervals for regression problems"☆23Nov 4, 2022Updated 3 years ago
- Multi-target Random Forest implementation that can mix both classification and regression tasks☆27May 15, 2020Updated 5 years ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆229Jan 14, 2024Updated 2 years ago
- Conformal prediction in R☆32Aug 1, 2019Updated 6 years ago
- R package to compute distribution-free prediction bands using density estimators☆11Jul 26, 2021Updated 4 years ago
- ☆43Sep 13, 2022Updated 3 years ago
- Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"☆48Aug 5, 2022Updated 3 years ago
- An extension of Py-Boost to probabilistic modelling☆24Jan 19, 2023Updated 3 years ago
- ☆23Mar 5, 2025Updated last year
- Conformal prediction for time-series applications.☆135Nov 30, 2023Updated 2 years ago
- Probabilistic prediction with XGBoost.☆120Mar 22, 2025Updated 11 months ago
- Implementation of Conformal Convolution T-learner (CCT) and Conformal Monte Carlo (CMC) learner☆17May 20, 2025Updated 9 months ago
- Implementations of methods proposed in the paper "Conformal Prediction Sets for Graph Neural Networks"☆15Jun 19, 2023Updated 2 years ago