The official codebase for Predictive Inference with Feature Conformal Prediction
☆36Apr 9, 2023Updated 3 years ago
Alternatives and similar repositories for FeatureCP
Users that are interested in FeatureCP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal…☆15Apr 16, 2026Updated 6 months ago
- ☆24May 25, 2022Updated 4 years ago
- A package for conformal prediction with conditional guarantees.☆72Oct 7, 2025Updated last year
- [ICML'24] Conformal Prediction for Deep Classifier via Label Ranking☆15Jun 14, 2024Updated 2 years ago
- ☆13Jun 13, 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.
- 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
- Code repository for the paper "Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction" @ ECCV 2024 (Oral)☆13Apr 22, 2025Updated last year
- Official Code of "Error-quantified Conformal Inference for Time Series", ICLR 2025☆25Feb 2, 2025Updated last year
- Code for Copula conformal prediction paper (ICLR 2024)☆33Aug 11, 2026Updated 2 months ago
- ☆16Oct 2, 2022Updated 4 years ago
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆14Jan 17, 2024Updated 2 years ago
- A comparison of some conformal quantile regression methods.☆12Sep 14, 2019Updated 7 years ago
- Implementation of "A Large-Scale Study of Probabilistic Calibration in Neural Network Regression" (ICML 2023)☆11Oct 7, 2025Updated last year
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆74Nov 17, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆29Jun 28, 2024Updated 2 years ago
- Repository for R and Python packages and reproduction codes in Weighted Conformalized Selection paper☆12Jul 21, 2023Updated 3 years ago
- Unofficial implementation of Conformal Language Modeling by Quach et al☆29Jul 15, 2023Updated 3 years ago
- ☆13Nov 30, 2023Updated 2 years ago
- Code for ICDM2021 paper 'GNES: Learning to Explain Graph Neural Networks'☆11Dec 9, 2021Updated 4 years ago
- ☆15Jul 25, 2023Updated 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
- ☆14Mar 3, 2025Updated last year
- Code to accompany the paper 'On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations'☆10Apr 16, 2026Updated 6 months ago
- 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.
- Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling☆13May 8, 2023Updated 3 years ago
- Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…☆24Feb 14, 2024Updated 2 years ago
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆90Feb 1, 2024Updated 2 years ago
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Jan 27, 2023Updated 3 years ago
- ☆14May 8, 2025Updated last year
- ☆10Mar 11, 2022Updated 4 years ago
- Uncertainty quantification of molecular property prediction using Bayesian deep learning☆46Feb 14, 2019Updated 7 years ago
- Parameter Efficient Deep Probabilistic Forecasting☆14Jan 8, 2022Updated 4 years ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆89Jan 23, 2023Updated 3 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.
- Python implementation of the conformal prediction framework.☆479Mar 20, 2021Updated 5 years ago
- Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes [NeurIPS2021]☆13Feb 3, 2026Updated 8 months ago
- Lightweight, useful implementation of conformal prediction on real data.☆1,109Nov 14, 2025Updated 11 months ago
- Methods for online conformal prediction.☆117May 1, 2025Updated last year
- [CVPRW 2024] Conformal prediction for uncertainty quantification in image segmentation☆28Dec 9, 2024Updated last year
- Large-scale uncertainty benchmark in deep learning.☆70May 10, 2025Updated last year
- ☆11Sep 25, 2025Updated last year