Conformalized Quantile Regression
☆320Oct 27, 2026Updated last week
Alternatives and similar repositories for cqr
Users that are interested in cqr are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems☆24Mar 26, 2022Updated 4 years ago
- Orthogonal Quantile Regression☆12Oct 21, 2021Updated 5 years ago
- Valid and adaptive prediction intervals for probabilistic time series forecasting.☆104Mar 15, 2025Updated last year
- Python implementation of the conformal prediction framework.☆479Mar 20, 2021Updated 5 years ago
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆134Nov 25, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A comparison of some conformal quantile regression methods.☆12Sep 14, 2019Updated 7 years ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆260Jan 23, 2023Updated 3 years ago
- Tools for conformal inference in regression☆253Aug 21, 2024Updated 2 years ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,668Updated this week
- Lightweight, useful implementation of conformal prediction on real data.☆1,110Nov 14, 2025Updated 11 months ago
- Python package for conformal prediction☆586Jul 8, 2026Updated 3 months ago
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆90Feb 1, 2024Updated 2 years ago
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,336Aug 25, 2026Updated 2 months ago
- Contains the code to run the different models considered in the paper "Valid prediction intervals for regression problems"☆23Nov 4, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Wrap around any model to output differentially private prediction sets with finite sample validity on any dataset.☆18Mar 3, 2024Updated 2 years ago
- Conditional calibration of conformal p-values for outlier detection.☆39Nov 15, 2022Updated 3 years ago
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Jan 27, 2023Updated 3 years ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆481Aug 5, 2026Updated 3 months ago
- Fast implementation of Venn-ABERS probabilistic predictors☆79Oct 28, 2026Updated last week
- ☆13Jun 13, 2022Updated 4 years ago
- Quantile Regression Forests compatible with scikit-learn.☆256Updated this week
- Code for paper "Copula-based conformal prediction for Multi-Target Regression"☆33Apr 1, 2021Updated 5 years ago
- Conformal prediction for time-series applications.☆148Nov 30, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Library for Uncertainty Quantification.☆928Apr 23, 2025Updated last year
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆414Updated this week
- ☆13Jun 4, 2023Updated 3 years ago
- ☆10Mar 1, 2022Updated 4 years ago
- ☆24Mar 5, 2025Updated last year
- ☆28Oct 21, 2022Updated 4 years ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆208Sep 2, 2026Updated 2 months ago
- Paper Repository☆11Sep 6, 2022Updated 4 years ago
- ☆11Feb 5, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Bayesian optimization with conformal coverage guarantees☆29Oct 28, 2022Updated 4 years 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
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆180May 17, 2024Updated 2 years ago
- The R code and datasets for the paper "Random Forest Prediction Intervals"☆15Oct 22, 2018Updated 8 years ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆203Mar 2, 2026Updated 8 months ago
- ☆48Jan 13, 2025Updated last year
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆29Jun 28, 2024Updated 2 years ago