A statistical toolkit for scientific discovery using machine learning
☆78Jul 10, 2024Updated last year
Alternatives and similar repositories for prediction-powered-inference
Users that are interested in prediction-powered-inference are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆280Feb 24, 2026Updated last month
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆73Nov 17, 2024Updated last year
- ☆17Jul 23, 2025Updated 8 months ago
- "How to Trust Your Diffusion Models: A Convex Optimization Approach to Conformal Risk Control"☆17Jan 6, 2026Updated 2 months ago
- An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal…☆11Jan 28, 2025Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- ☆19Mar 6, 2024Updated 2 years ago
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆28Jun 28, 2024Updated last year
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆87Feb 1, 2024Updated 2 years ago
- Cross-prediction-powered inference☆14Apr 26, 2024Updated last year
- ☆13Jun 13, 2022Updated 3 years ago
- Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.☆76Nov 7, 2024Updated last year
- Implementation of multi-output conformal regression methods☆13Sep 23, 2025Updated 6 months ago
- ☆17Nov 3, 2025Updated 4 months ago
- ☆13Apr 4, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Conditional calibration of conformal p-values for outlier detection.☆37Nov 15, 2022Updated 3 years ago
- Orthogonal Quantile Regression☆11Oct 21, 2021Updated 4 years ago
- Conformal prediction for time-series applications.☆136Nov 30, 2023Updated 2 years ago
- Structured Multi-task Learning for Molecular Property Prediction, AISTATS'22 (https://proceedings.mlr.press/v151/liu22e.html)☆14Jul 6, 2022Updated 3 years ago
- Unofficial implementation of Conformal Language Modeling by Quach et al☆29Jul 15, 2023Updated 2 years ago
- Contains the code to run the different models considered in the paper "Valid prediction intervals for regression problems"☆23Nov 4, 2022Updated 3 years ago
- ☆16Oct 2, 2022Updated 3 years ago
- Lightweight, useful implementation of conformal prediction on real data.☆1,020Nov 14, 2025Updated 4 months ago
- ☆18Apr 7, 2025Updated 11 months ago
- 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.
- ☆76Oct 27, 2021Updated 4 years ago
- Multi-target Random Forest implementation that can mix both classification and regression tasks☆27May 15, 2020Updated 5 years ago
- SLIP is a sandbox environment for engineering protein sequences with synthetic fitness functions.☆21Jan 17, 2024Updated 2 years ago
- Protein scoring and sampling of 'Combinatorial Variant Effects from Structure' (CoVES)☆11Jan 5, 2024Updated 2 years ago
- A comparison of some conformal quantile regression methods.☆12Sep 14, 2019Updated 6 years ago
- ☆22Apr 13, 2024Updated last year
- ☆34May 1, 2025Updated 10 months ago
- Bayesian optimization with conformal coverage guarantees☆29Oct 28, 2022Updated 3 years ago
- ☆48Jan 13, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆177May 17, 2024Updated last year
- ☆27Oct 21, 2022Updated 3 years ago
- This repository contains code for the paper: S Bergsma, T Zeyl, JR Anaraki, L Guo, C2FAR: Coarse-to-Fine Autoregressive Networks for Prec…☆13Dec 7, 2023Updated 2 years ago
- Code repository for the paper "Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction" @ ECCV 2024 (Oral)☆13Apr 22, 2025Updated 11 months ago
- Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks☆10Oct 21, 2022Updated 3 years ago
- Code for "Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance", NeurIPS 2022☆17Feb 11, 2023Updated 3 years ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆79Jan 23, 2023Updated 3 years ago