A statistical toolkit for scientific discovery using machine learning
☆80Jul 10, 2024Updated 2 years ago
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.☆298Apr 10, 2026Updated 4 months ago
- "How to Trust Your Diffusion Models: A Convex Optimization Approach to Conformal Risk Control"☆17Jan 6, 2026Updated 7 months ago
- An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal…☆14Apr 16, 2026Updated 4 months ago
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆89Feb 1, 2024Updated 2 years ago
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆29Jun 28, 2024Updated 2 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.
- ☆19Mar 6, 2024Updated 2 years ago
- Cross-prediction-powered inference☆15Apr 26, 2024Updated 2 years ago
- ☆13Jun 13, 2022Updated 4 years ago
- Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.☆78Nov 7, 2024Updated last year
- Implementation of multi-output conformal regression methods☆13Sep 23, 2025Updated 10 months ago
- Advanced tools for multi-armed and contextual bandits☆24May 11, 2026Updated 3 months ago
- ☆17Nov 3, 2025Updated 9 months ago
- Conditional calibration of conformal p-values for outlier detection.☆39Nov 15, 2022Updated 3 years ago
- Orthogonal Quantile Regression☆11Oct 21, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Structured Multi-task Learning for Molecular Property Prediction, AISTATS'22 (https://proceedings.mlr.press/v151/liu22e.html)☆14Jul 6, 2022Updated 4 years ago
- Unofficial implementation of Conformal Language Modeling by Quach et al☆29Jul 15, 2023Updated 3 years ago
- Conformal prediction for time-series applications.☆144Nov 30, 2023Updated 2 years ago
- Lightweight, useful implementation of conformal prediction on real data.☆1,078Nov 14, 2025Updated 9 months ago
- Multi-target Random Forest implementation that can mix both classification and regression tasks☆27May 15, 2020Updated 6 years ago
- ☆20Apr 7, 2025Updated last year
- A comparison of some conformal quantile regression methods.☆12Sep 14, 2019Updated 6 years ago
- SLIP is a sandbox environment for engineering protein sequences with synthetic fitness functions.☆20Jan 17, 2024Updated 2 years ago
- ☆23Apr 13, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Practically and asymptotically accurate conditional sampling from diffusion generative models without conditional training☆50Nov 24, 2024Updated last year
- Bayesian optimization with conformal coverage guarantees☆29Oct 28, 2022Updated 3 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
- Implementation of Conformal Convolution T-learner (CCT) and Conformal Monte Carlo (CMC) learner☆17May 20, 2025Updated last year
- ☆48Jan 13, 2025Updated last year
- ☆28Oct 21, 2022Updated 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
- 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
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆85Jan 23, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks☆11Oct 21, 2022Updated 3 years ago
- Phyla: Towards a Foundation Model for Phylogenetic Inference☆29Nov 20, 2025Updated 8 months ago
- Transformer Conformal Prediction for Time Series☆19Apr 13, 2026Updated 4 months ago
- Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems☆24Mar 26, 2022Updated 4 years ago
- Derivative-Free Guidance in Diffusion Models with Soft Value-Based Decoding. For controlled generation in DNA, RNA, proteins, molecules (…☆39Jan 7, 2026Updated 7 months ago
- Conformal Prediction for Time-series Forecasting with Change Points☆26Oct 18, 2025Updated 10 months ago
- Wrap around any model to output differentially private prediction sets with finite sample validity on any dataset.☆18Mar 3, 2024Updated 2 years ago