👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
☆373Mar 5, 2026Updated this week
Alternatives and similar repositories for puncc
Users that are interested in puncc are comparing it to the libraries listed below
Sorting:
- 👋 Influenciae is a Tensorflow Toolbox for Influence Functions☆66Feb 24, 2026Updated last week
- Python package for conformal prediction☆555Oct 9, 2025Updated 4 months ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆447Nov 1, 2025Updated 4 months ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,523Updated this week
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆116Oct 1, 2025Updated 5 months ago
- Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.☆60Feb 17, 2026Updated 2 weeks ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆229Jan 14, 2024Updated 2 years ago
- [CVPRW 2024] Conformal prediction for uncertainty quantification in image segmentation☆26Dec 9, 2024Updated last year
- Python implementation of binary and multi-class Venn-ABERS calibration☆195Updated this week
- Repository for the explanation method Calibrated Explanations (CE)☆74Feb 23, 2026Updated last week
- Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers☆102Mar 14, 2025Updated 11 months ago
- A Library for Uncertainty Quantification.☆921Apr 23, 2025Updated 10 months ago
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,163Feb 22, 2026Updated last week
- ☆48Jan 13, 2025Updated last year
- 👋 Xplique is a Neural Networks Explainability Toolbox☆732Feb 24, 2026Updated last week
- ☆22Apr 13, 2024Updated last year
- All the material needed to use MC-CP and the Adaptive MC Dropout method☆28May 22, 2025Updated 9 months ago
- Lightweight, useful implementation of conformal prediction on real data.☆1,016Nov 14, 2025Updated 3 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
- Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.☆26Feb 6, 2025Updated last year
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆182Nov 4, 2025Updated 4 months ago
- Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal p…☆24Feb 20, 2026Updated 2 weeks ago
- 🐟 CODS - Conformal Object Detection and Segmentation☆20Dec 15, 2025Updated 2 months ago
- Python implementation of the conformal prediction framework.☆478Mar 20, 2021Updated 4 years ago
- Quantile Regression Forests compatible with scikit-learn.☆253Jan 19, 2026Updated last month
- Adaptive Conformal Prediction Intervals (ACPI) is a Python package that enhances the Predictive Intervals provided by the split conformal…☆30Mar 23, 2023Updated 2 years ago
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python☆309Updated this week
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆255Jan 23, 2023Updated 3 years ago
- New implementations of old orthogonal layers unlock large scale training.☆29Sep 19, 2025Updated 5 months ago
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆276Feb 24, 2026Updated last week
- Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.☆736Updated this week
- ☆115Feb 18, 2024Updated 2 years ago
- Unofficial implementation of Conformal Language Modeling by Quach et al☆29Jul 15, 2023Updated 2 years ago
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆130Nov 25, 2023Updated 2 years ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆199Updated this week
- A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.☆44Aug 11, 2025Updated 6 months ago
- Extending Conformal Prediction to LLMs☆69Jun 21, 2024Updated last year
- ☆54Updated this week
- A Library for Conformal Hyperparameter Tuning☆104Nov 24, 2025Updated 3 months ago