Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"
☆89Feb 1, 2024Updated 2 years ago
Alternatives and similar repositories for rcps
Users that are interested in rcps are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆74Nov 17, 2024Updated last year
- Wrap around any model to output differentially private prediction sets with finite sample validity on any dataset.☆18Mar 3, 2024Updated 2 years 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
- Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems☆24Mar 26, 2022Updated 4 years ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆81Jan 23, 2023Updated 3 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.
- Conditional calibration of conformal p-values for outlier detection.☆37Nov 15, 2022Updated 3 years ago
- ☆16Oct 2, 2022Updated 3 years ago
- Standalone implementation of Conformal Prediction and other distribution-free Machine Learning methods.☆15Aug 23, 2019Updated 6 years ago
- ☆13Jun 13, 2022Updated 4 years ago
- Code for paper "Copula-based conformal prediction for Multi-Target Regression"☆33Apr 1, 2021Updated 5 years ago
- LibCP -- A Library for Conformal Prediction☆13Feb 26, 2015Updated 11 years ago
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Jan 27, 2023Updated 3 years ago
- Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.☆76Nov 7, 2024Updated last year
- Conformalized Quantile Regression☆311Feb 2, 2026Updated 5 months 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.
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆177May 17, 2024Updated 2 years ago
- The R code and datasets for the paper "Random Forest Prediction Intervals"☆15Oct 22, 2018Updated 7 years ago
- Conformal prediction in R☆32Aug 1, 2019Updated 6 years ago
- A package for conformal prediction with conditional guarantees.☆70Oct 7, 2025Updated 8 months ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 3 years ago
- ☆28Oct 21, 2022Updated 3 years ago
- ☆12Sep 26, 2019Updated 6 years ago
- A statistical toolkit for scientific discovery using machine learning☆80Jul 10, 2024Updated last year
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆293Apr 10, 2026Updated 2 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆53Aug 26, 2021Updated 4 years ago
- Implementation of multi-output conformal regression methods☆13Sep 23, 2025Updated 9 months ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆131Aug 16, 2022Updated 3 years ago
- Code repository for the paper "Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction" @ ECCV 2024 (Oral)☆13Apr 22, 2025Updated last year
- A comparison of some conformal quantile regression methods.☆12Sep 14, 2019Updated 6 years ago
- ☆17Nov 3, 2025Updated 7 months ago
- Usable implementation of Emerging Symbol Binding Network (ESBN), in Pytorch☆25Jan 6, 2021Updated 5 years ago
- ☆15Nov 15, 2017Updated 8 years ago
- Orthogonal Quantile Regression☆11Oct 21, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Tools for conformal inference in regression☆251Aug 21, 2024Updated last year
- Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"☆13Oct 23, 2021Updated 4 years ago
- NeurIPS 2022: Tree Mover’s Distance: Bridging Graph Metrics and Stability of Graph Neural Networks☆37Aug 4, 2023Updated 2 years ago
- Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023☆14Aug 20, 2024Updated last year
- Fast implementation of Venn-ABERS probabilistic predictors☆77Feb 15, 2024Updated 2 years ago
- Implementation of Wasserstein adversarial attacks.☆24Jan 2, 2021Updated 5 years ago
- An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal…☆13Apr 16, 2026Updated 2 months ago