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.☆281Apr 10, 2026Updated last week
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆74Nov 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 3 months 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
- 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.
- ☆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"☆89Feb 1, 2024Updated 2 years ago
- Cross-prediction-powered inference☆14Apr 26, 2024Updated last year
- ☆13Jun 13, 2022Updated 3 years ago
- Implementation of multi-output conformal regression methods☆13Sep 23, 2025Updated 6 months ago
- ☆17Nov 3, 2025Updated 5 months ago
- ☆13Apr 4, 2023Updated 3 years ago
- Conditional calibration of conformal p-values for outlier detection.☆37Nov 15, 2022Updated 3 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.
- Structured Multi-task Learning for Molecular Property Prediction, AISTATS'22 (https://proceedings.mlr.press/v151/liu22e.html)☆14Jul 6, 2022Updated 3 years ago
- Conformal prediction for time-series applications.☆139Nov 30, 2023Updated 2 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.☆1,031Nov 14, 2025Updated 5 months ago
- ☆18Apr 7, 2025Updated last year
- ☆77Oct 27, 2021Updated 4 years ago
- Multi-target Random Forest implementation that can mix both classification and regression tasks☆27May 15, 2020Updated 5 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- SLIP is a sandbox environment for engineering protein sequences with synthetic fitness functions.☆21Jan 17, 2024Updated 2 years ago
- ☆22Apr 13, 2024Updated 2 years ago
- Bayesian optimization with conformal coverage guarantees☆29Oct 28, 2022Updated 3 years ago
- Practically and asymptotically accurate conditional sampling from diffusion generative models without conditional training☆47Nov 24, 2024Updated last year
- ☆48Jan 13, 2025Updated last year
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆179May 17, 2024Updated last year
- DUNL - Neuron 2025☆25Jan 18, 2026Updated 2 months ago
- ☆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
- 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.
- Protein representation and design under a single training scheme☆24Mar 3, 2026Updated last month
- Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal p…☆25Feb 20, 2026Updated last month
- Code for "Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance", NeurIPS 2022☆17Feb 11, 2023Updated 3 years ago
- Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks☆10Oct 21, 2022Updated 3 years ago
- ☆32Jan 12, 2026Updated 3 months ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆80Jan 23, 2023Updated 3 years ago
- Derivative-Free Guidance in Diffusion Models with Soft Value-Based Decoding. For controlled generation in DNA, RNA, proteins, molecules (…☆38Jan 7, 2026Updated 3 months ago