A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
☆1,221May 14, 2026Updated last week
Alternatives and similar repositories for awesome-conformal-prediction
Users that are interested in awesome-conformal-prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Lightweight, useful implementation of conformal prediction on real data.☆1,047Nov 14, 2025Updated 6 months ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,546May 11, 2026Updated last week
- Python package for conformal prediction☆575Oct 9, 2025Updated 7 months ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆470Nov 1, 2025Updated 6 months ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆202Mar 2, 2026Updated 2 months 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.
- A Library for Uncertainty Quantification.☆926Apr 23, 2025Updated last year
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆230Jan 14, 2024Updated 2 years ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆202May 8, 2026Updated last week
- The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transfo…☆857Feb 12, 2026Updated 3 months ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆281May 13, 2026Updated last week
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆392Updated this week
- Conformalized Quantile Regression☆309Feb 2, 2026Updated 3 months ago
- Python implementation of the conformal prediction framework.☆477Mar 20, 2021Updated 5 years ago
- Lightning ⚡️ fast forecasting with statistical and econometric models.☆4,782May 13, 2026Updated last week
- 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.
- Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggrega…☆681Mar 28, 2024Updated 2 years ago
- 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
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆179May 17, 2024Updated 2 years ago
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆133Nov 25, 2023Updated 2 years ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆117May 1, 2026Updated 2 weeks ago
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆288Apr 10, 2026Updated last month
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆50Jun 22, 2022Updated 3 years ago
- PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics☆1,285Mar 30, 2025Updated last year
- Scalable machine 🤖 learning for time series forecasting.☆1,223May 13, 2026Updated last week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Methods for online conformal prediction.☆116May 1, 2025Updated last year
- Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.☆1,174May 3, 2026Updated 2 weeks ago
- Tools for conformal inference in regression☆251Aug 21, 2024Updated last year
- Fast implementation of Venn-ABERS probabilistic predictors☆77Feb 15, 2024Updated 2 years ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆81Jan 23, 2023Updated 3 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆131Aug 16, 2022Updated 3 years ago
- Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.☆742Updated this week
- Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.☆147Feb 17, 2026Updated 3 months ago
- Quantile Regression Forests compatible with scikit-learn.☆254Apr 13, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization☆1,991Mar 5, 2025Updated last year
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,374Updated this week
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆185Nov 4, 2025Updated 6 months ago
- ☆114Feb 18, 2024Updated 2 years ago
- Repository for the explanation method Calibrated Explanations (CE)☆76May 12, 2026Updated last week
- Scalable and user friendly neural forecasting algorithms.☆4,123May 14, 2026Updated last week
- Conformal prediction for time-series applications.☆140Nov 30, 2023Updated 2 years ago