Extending Conformal Prediction to LLMs
☆70Jun 21, 2024Updated last year
Alternatives and similar repositories for ConformalLLM
Users that are interested in ConformalLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆32Feb 13, 2024Updated 2 years ago
- ☆34Nov 26, 2024Updated last year
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆28Jun 28, 2024Updated last year
- This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimens…☆18Apr 9, 2024Updated 2 years ago
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆13Apr 21, 2024Updated last year
- 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.
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆258Jan 23, 2023Updated 3 years ago
- An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal…☆13Jan 28, 2025Updated last year
- ☆19Aug 14, 2025Updated 8 months ago
- ☆48Jan 13, 2025Updated last year
- Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023☆13Aug 20, 2024Updated last year
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆74Nov 17, 2024Updated last year
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆24Feb 18, 2025Updated last year
- Lightweight, useful implementation of conformal prediction on real data.☆1,031Nov 14, 2025Updated 5 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆229Jan 14, 2024Updated 2 years ago
- 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.
- [CVPRW 2024] Conformal prediction for uncertainty quantification in image segmentation☆26Dec 9, 2024Updated last year
- [ICML'24] Conformal Prediction for Deep Classifier via Label Ranking☆13Jun 14, 2024Updated last year
- Efficient Conformal Prediction via Cascaded Inference with Expanded Admission☆20Sep 15, 2021Updated 4 years ago
- ☆18Apr 7, 2025Updated last year
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆380Apr 8, 2026Updated last week
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆463Nov 1, 2025Updated 5 months ago
- Code for paper "Copula-based conformal prediction for Multi-Target Regression"☆33Apr 1, 2021Updated 5 years ago
- Robust Reinforcement Learning Benchmark☆12Sep 22, 2024Updated last year
- 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
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Python implementation of the conformal prediction framework.☆477Mar 20, 2021Updated 5 years ago
- Methods for online conformal prediction.☆115May 1, 2025Updated 11 months ago
- ☆17Jul 23, 2025Updated 8 months ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆46Oct 19, 2023Updated 2 years ago
- Repository for R and Python packages and reproduction codes in Weighted Conformalized Selection paper☆11Jul 21, 2023Updated 2 years ago
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆13Jan 17, 2024Updated 2 years ago
- PaloBoost is an overfitting-robust Gradient Boosting algorithm.☆15Dec 20, 2019Updated 6 years ago
- ☆19Mar 6, 2024Updated 2 years ago
- Uncertainty Quantification over Graph with Conformalized Graph Neural Networks (NeurIPS 2023)☆87Sep 27, 2023Updated 2 years 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.
- ☆43Sep 13, 2022Updated 3 years ago
- ☆18Aug 22, 2024Updated last year
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆13Jul 2, 2024Updated last year
- Galaxy web simulation in WebAssembly, React, Typescript, Sass 🌌☆20Sep 24, 2025Updated 6 months ago
- Conformal Language Modeling☆31Dec 21, 2023Updated 2 years ago
- Code base, outputs, scoring guidelines and annotations for ChatGPT NCCN evaluation | Paper: https://jamanetwork.com/journals/jamaoncology…☆18Aug 27, 2023Updated 2 years ago
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆179May 17, 2024Updated last year