A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
☆301Apr 10, 2026Updated 6 months ago
Alternatives and similar repositories for ppi_py
Users that are interested in ppi_py are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Cross-prediction-powered inference☆15Apr 26, 2024Updated 2 years ago
- Wrap around any model to output differentially private prediction sets with finite sample validity on any dataset.☆18Mar 3, 2024Updated 2 years ago
- "How to Trust Your Diffusion Models: A Convex Optimization Approach to Conformal Risk Control"☆17Jan 6, 2026Updated 9 months ago
- Lightweight, useful implementation of conformal prediction on real data.☆1,100Nov 14, 2025Updated 10 months ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,602Updated this week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,320Aug 25, 2026Updated last month
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆89Feb 1, 2024Updated 2 years ago
- Python package for conformal prediction☆584Jul 8, 2026Updated 3 months ago
- Causal Impact but with MFLES and conformal prediction intervals☆33Dec 31, 2024Updated last year
- A package for conformal prediction with conditional guarantees.☆71Oct 7, 2025Updated last year
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆73Nov 17, 2024Updated last year
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆259Jan 23, 2023Updated 3 years ago
- Statistical inference for fairness auditing☆14Aug 2, 2023Updated 3 years ago
- ☆48Jan 13, 2025Updated last year
- 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.
- Conformal prediction for time-series applications.☆146Nov 30, 2023Updated 2 years ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆411Updated this week
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆118May 1, 2026Updated 5 months ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆48Oct 19, 2023Updated 2 years ago
- ☆20Apr 7, 2025Updated last year
- A Library for Conformal Hyperparameter Tuning☆105Nov 24, 2025Updated 10 months ago
- Extending Conformal Prediction to LLMs☆69Jun 21, 2024Updated 2 years ago
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆191Sep 11, 2026Updated last month
- The holdout randomization test: feature selection using black box predictive models☆22Mar 19, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal p…☆26Feb 20, 2026Updated 7 months ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆208Sep 2, 2026Updated last month
- Conformal Prediction + Federated Learning☆17Mar 16, 2024Updated 2 years ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆230Jan 14, 2024Updated 2 years ago
- ☆16Oct 2, 2022Updated 4 years ago
- ☆114Feb 18, 2024Updated 2 years ago
- Bayesian optimization with conformal coverage guarantees☆29Oct 28, 2022Updated 3 years ago
- Repo that groups utility functions for e.g. plotting of Conformal prediction metrics☆17Feb 2, 2024Updated 2 years ago
- Kolmogorov-Arnold Networks in Mojo☆19Aug 22, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A Library for Uncertainty Quantification.☆928Apr 23, 2025Updated last year
- Practical Guide to Applied Conformal Prediction, published by Packt☆201Mar 2, 2026Updated 7 months ago
- Replication code for the paper "Nonlinear Granger Causality using Kernel Ridge Regression" that introduces and highlights the usage of ml…☆23Sep 9, 2023Updated 3 years ago
- Official implementation of "Normalizing flow neural networks by JKO scheme" (NeurIPS 2023 spotlight)☆12Sep 16, 2024Updated 2 years ago
- Post-processing for fair classification☆16Jun 30, 2025Updated last year
- Resources for education in statistics and machine learning: from advanced undergraduate to research level☆111May 19, 2024Updated 2 years ago
- Tools for conformal inference in regression☆254Aug 21, 2024Updated 2 years ago