A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
☆295Apr 10, 2026Updated 3 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:
- A statistical toolkit for scientific discovery using machine learning☆80Jul 10, 2024Updated 2 years ago
- 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 6 months ago
- An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal…☆14Apr 16, 2026Updated 3 months ago
- AI Agents on 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.
- Lightweight, useful implementation of conformal prediction on real data.☆1,068Nov 14, 2025Updated 8 months ago
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,269Jul 9, 2026Updated 2 weeks ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,573Updated this week
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆89Feb 1, 2024Updated 2 years ago
- Python package for conformal prediction☆581Jul 8, 2026Updated 2 weeks ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆475Updated this week
- 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 9 months ago
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆74Nov 17, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆257Jan 23, 2023Updated 3 years ago
- Statistical inference for fairness auditing☆14Aug 2, 2023Updated 2 years ago
- ☆48Jan 13, 2025Updated last year
- Conformal prediction for time-series applications.☆143Nov 30, 2023Updated 2 years ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆403Jul 10, 2026Updated 2 weeks ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆118May 1, 2026Updated 2 months ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆48Oct 19, 2023Updated 2 years ago
- A Library for Conformal Hyperparameter Tuning☆104Nov 24, 2025Updated 8 months ago
- Extending Conformal Prediction to LLMs☆70Jun 21, 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.
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆186Nov 4, 2025Updated 8 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…☆26Feb 20, 2026Updated 5 months ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆206May 8, 2026Updated 2 months ago
- Conformal Prediction + Federated Learning☆16Mar 16, 2024Updated 2 years ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆229Jan 14, 2024Updated 2 years ago
- ☆16Oct 2, 2022Updated 3 years ago
- ☆114Feb 18, 2024Updated 2 years ago
- Bayesian optimization with conformal coverage guarantees☆29Oct 28, 2022Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 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 7, 2025Updated 11 months ago
- A Library for Uncertainty Quantification.☆929Apr 23, 2025Updated last year
- Practical Guide to Applied Conformal Prediction, published by Packt☆201Mar 2, 2026Updated 4 months ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 3 years ago
- Replication code for the paper "Nonlinear Granger Causality using Kernel Ridge Regression" that introduces and highlights the usage of ml…☆23Sep 9, 2023Updated 2 years ago
- Post-processing for fair classification☆16Jun 30, 2025Updated last year