Conformalized Quantile Regression
☆313Feb 2, 2026Updated 6 months ago
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☆11Oct 21, 2021Updated 4 years ago
- Valid and adaptive prediction intervals for probabilistic time series forecasting.☆104Mar 15, 2025Updated last year
- Python implementation of the conformal prediction framework.☆478Mar 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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Python package for conformal prediction☆581Jul 8, 2026Updated last month
- Lightweight, useful implementation of conformal prediction on real data.☆1,078Nov 14, 2025Updated 9 months ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆257Jan 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…☆1,283Jul 9, 2026Updated last month
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆74Nov 17, 2024Updated last year
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,578Updated this week
- A comparison of some conformal quantile regression methods.☆12Sep 14, 2019Updated 6 years ago
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆89Feb 1, 2024Updated 2 years ago
- Conditional calibration of conformal p-values for outlier detection.☆38Nov 15, 2022Updated 3 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.
- ☆13Jun 13, 2022Updated 4 years ago
- ☆12Jun 4, 2023Updated 3 years ago
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Jan 27, 2023Updated 3 years ago
- ☆28Oct 21, 2022Updated 3 years ago
- Tools for conformal inference in regression☆253Aug 21, 2024Updated last year
- Contains the code to run the different models considered in the paper "Valid prediction intervals for regression problems"☆23Nov 4, 2022Updated 3 years ago
- Code for paper "Copula-based conformal prediction for Multi-Target Regression"☆33Apr 1, 2021Updated 5 years ago
- Quantile Regression Forests compatible with scikit-learn.☆254Updated this week
- Fast implementation of Venn-ABERS probabilistic predictors☆77Feb 15, 2024Updated 2 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.
- A Library for Uncertainty Quantification.☆929Apr 23, 2025Updated last year
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆476Aug 5, 2026Updated last week
- Official Code for the ICCPS 2023 conference paper (nominated for best paper award) and ICML 2022 PODS workshop paper.☆16Nov 15, 2024Updated last year
- Comparison study of GB, XGB, LGBM and NN's performance in probabilistic load forecasting☆29Aug 1, 2019Updated 7 years ago
- Multi-target Random Forest implementation that can mix both classification and regression tasks☆27May 15, 2020Updated 6 years ago
- R package to compute distribution-free prediction bands using density estimators☆11Jul 26, 2021Updated 5 years ago
- ☆23Mar 5, 2025Updated last year
- Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.☆78Nov 7, 2024Updated last year
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆229Jan 14, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Using an integrated pinball-loss objective function in various recurrent based deep learning architectures made with keras to simultaneou…☆44Nov 20, 2022Updated 3 years ago
- "How to Trust Your Diffusion Models: A Convex Optimization Approach to Conformal Risk Control"☆17Jan 6, 2026Updated 7 months ago
- Conformal prediction for time-series applications.☆144Nov 30, 2023Updated 2 years ago
- Bayesian optimization with conformal coverage guarantees☆29Oct 28, 2022Updated 3 years ago
- An extension of Py-Boost to probabilistic modelling☆24Jan 19, 2023Updated 3 years ago
- Quantile Regression using Deep Learning. An alternative to Bayesian models to get uncertainty.☆76Sep 4, 2017Updated 8 years ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆402Jul 10, 2026Updated last month