A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
☆281Apr 10, 2026Updated this week
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:
- A statistical toolkit for scientific discovery using machine learning☆78Jul 10, 2024Updated last year
- Cross-prediction-powered inference☆14Apr 26, 2024Updated last year
- 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 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
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Lightweight, useful implementation of conformal prediction on real data.☆1,027Nov 14, 2025Updated 5 months ago
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,196Updated this week
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,529Updated this week
- Python package for conformal prediction☆563Oct 9, 2025Updated 6 months ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆454Nov 1, 2025Updated 5 months ago
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆89Feb 1, 2024Updated 2 years ago
- Causal Impact but with MFLES and conformal prediction intervals☆33Dec 31, 2024Updated last year
- A package for conformal prediction with conditional guarantees.☆69Oct 7, 2025Updated 6 months ago
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆74Nov 17, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆256Jan 23, 2023Updated 3 years ago
- ☆48Jan 13, 2025Updated last year
- ☆16Oct 2, 2022Updated 3 years ago
- Conformal prediction for time-series applications.☆139Nov 30, 2023Updated 2 years ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆116Apr 1, 2026Updated last week
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆380Updated this week
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆46Oct 19, 2023Updated 2 years ago
- ☆18Apr 7, 2025Updated last year
- Extending Conformal Prediction to LLMs☆70Jun 21, 2024Updated 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.
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆184Nov 4, 2025Updated 5 months ago
- The holdout randomization test: feature selection using black box predictive models☆22Mar 19, 2021Updated 5 years ago
- Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal p…☆25Feb 20, 2026Updated last month
- ☆17Jul 23, 2025Updated 8 months ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆197Mar 8, 2026Updated last month
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆229Jan 14, 2024Updated 2 years ago
- Conformal Prediction + Federated Learning☆16Mar 16, 2024Updated 2 years ago
- ☆114Feb 18, 2024Updated 2 years ago
- Bayesian optimization with conformal coverage guarantees☆29Oct 28, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Repo that groups utility functions for e.g. plotting of Conformal prediction metrics☆17Feb 2, 2024Updated 2 years ago
- A Library for Uncertainty Quantification.☆923Apr 23, 2025Updated 11 months ago
- Kolmogorov-Arnold Networks in Mojo☆19Aug 7, 2025Updated 8 months ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆24Feb 18, 2025Updated last year
- Practical Guide to Applied Conformal Prediction, published by Packt☆201Mar 2, 2026Updated last month
- ☆22Aug 18, 2025Updated 7 months ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 2 years ago