Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"
☆90Feb 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…☆259Jan 23, 2023Updated 3 years ago
- Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems☆24Mar 26, 2022Updated 4 years ago
- Comparing sequential forecasters via confidence sequences & e-processes☆11Oct 24, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Conformalized Quantile Regression☆320Feb 2, 2026Updated 8 months ago
- ☆13Jun 13, 2022Updated 4 years ago
- Standalone implementation of Conformal Prediction and other distribution-free Machine Learning methods.☆15Aug 23, 2019Updated 7 years ago
- Code for paper "Copula-based conformal prediction for Multi-Target Regression"☆33Apr 1, 2021Updated 5 years ago
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆180May 17, 2024Updated 2 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.☆78Nov 7, 2024Updated last year
- ☆16Oct 2, 2022Updated 4 years ago
- The R code and datasets for the paper "Random Forest Prediction Intervals"☆15Oct 22, 2018Updated 8 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.
- A comparison of some conformal quantile regression methods.☆12Sep 14, 2019Updated 7 years ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 3 years ago
- Conformal prediction in R☆32Aug 1, 2019Updated 7 years ago
- ☆12Sep 26, 2019Updated 7 years ago
- A package for conformal prediction with conditional guarantees.☆72Oct 7, 2025Updated last year
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆301Apr 10, 2026Updated 6 months ago
- A repository for reproducing the results in Selection by Prediction paper☆17Nov 2, 2022Updated 3 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆131Aug 16, 2022Updated 4 years ago
- ☆11Sep 25, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Software relating to relational empirical risk minimization☆16Jun 12, 2021Updated 5 years ago
- A statistical toolkit for scientific discovery using machine learning☆80Jul 10, 2024Updated 2 years ago
- Julia implementation of random forests for classification and regression with conformal prediction☆16Apr 11, 2018Updated 8 years ago
- Tools for conformal inference in regression☆253Aug 21, 2024Updated 2 years ago
- A library for uncertainty quantification based on PyTorch☆119Jan 10, 2022Updated 4 years ago
- Code repository for the paper "Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction" @ ECCV 2024 (Oral)☆13Apr 22, 2025Updated last year
- Fast implementation of Venn-ABERS probabilistic predictors☆79Updated this week
- Supercharging Imbalanced Data Learning WithCausal Representation Transfer☆12Nov 29, 2021Updated 4 years ago
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆52Aug 26, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Conformal prediction for time-series applications.☆146Nov 30, 2023Updated 2 years ago
- Usable implementation of Emerging Symbol Binding Network (ESBN), in Pytorch☆25Jan 6, 2021Updated 5 years ago
- TRIAGE: Characterizing and auditing training data for improved regression (NeurIPS 2023)☆11Mar 14, 2024Updated 2 years ago
- Lightweight, useful implementation of conformal prediction on real data.☆1,108Nov 14, 2025Updated 11 months ago
- ☆26Oct 12, 2021Updated 5 years ago
- ☆17Nov 3, 2025Updated 11 months ago
- Implementation of multi-output conformal regression methods☆13Sep 23, 2025Updated last year