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:
- "How to Trust Your Diffusion Models: A Convex Optimization Approach to Conformal Risk Control"☆17Jan 6, 2026Updated 4 months ago
- ☆32Feb 13, 2024Updated 2 years ago
- Unofficial implementation of Conformal Language Modeling by Quach et al☆29Jul 15, 2023Updated 2 years ago
- 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 2 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.
- An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal…☆13Apr 16, 2026Updated last month
- ☆48Jan 13, 2025Updated last year
- Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023☆14Aug 20, 2024Updated last year
- ☆20Aug 14, 2025Updated 9 months ago
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆75Nov 17, 2024Updated last year
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆25Feb 18, 2025Updated last year
- Lightweight, useful implementation of conformal prediction on real data.☆1,047Nov 14, 2025Updated 6 months ago
- [ICML'24] Conformal Prediction for Deep Classifier via Label Ranking☆14Jun 14, 2024Updated last year
- Efficient Conformal Prediction via Cascaded Inference with Expanded Admission☆20Sep 15, 2021Updated 4 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.
- ☆16May 19, 2025Updated last year
- ☆19Apr 7, 2025Updated last year
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆470Nov 1, 2025Updated 6 months ago
- Robust Reinforcement Learning Benchmark☆12Sep 22, 2024Updated last year
- ☆10Feb 2, 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
- Implementation for EACL 2021 paper "Scientific Discourse Tagging for Evidence Extraction".☆20Sep 23, 2021Updated 4 years ago
- Python implementation of the conformal prediction framework.☆477Mar 20, 2021Updated 5 years ago
- ☆17Jul 23, 2025Updated 10 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.
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆47Oct 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
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆50Jun 22, 2022Updated 3 years ago
- ☆19Mar 6, 2024Updated 2 years ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆117May 1, 2026Updated 3 weeks ago
- ☆43Sep 13, 2022Updated 3 years ago
- Adaptive Conformal Prediction Intervals (ACPI) is a Python package that enhances the Predictive Intervals provided by the split conformal…☆30Mar 23, 2023Updated 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…☆14Jul 2, 2024Updated last year
- 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.
- Conformal Language Modeling☆31Dec 21, 2023Updated 2 years ago
- Examples of conformal prediction. Manual calculation, and using the MAPIE package.☆23Dec 1, 2023Updated 2 years ago
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆22Apr 19, 2024Updated 2 years ago
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆179May 17, 2024Updated 2 years ago
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆289Apr 10, 2026Updated last month
- ☆23Apr 13, 2024Updated 2 years ago
- Code repository for the paper "Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction" @ ECCV 2024 (Oral)☆14Apr 22, 2025Updated last year