Python implementation of binary and multi-class Venn-ABERS calibration
☆195Feb 1, 2026Updated last month
Alternatives and similar repositories for venn-abers
Users that are interested in venn-abers are comparing it to the libraries listed below
Sorting:
- Python package for conformal prediction☆555Oct 9, 2025Updated 4 months ago
- Fast implementation of Venn-ABERS probabilistic predictors☆76Feb 15, 2024Updated 2 years ago
- Repository for the explanation method Calibrated Explanations (CE)☆74Feb 23, 2026Updated last week
- Practical Guide to Applied Conformal Prediction, published by Packt☆197Feb 5, 2026Updated last month
- Conformal Anomaly Detection & Change-Point Detection☆56Updated this week
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆50Jun 22, 2022Updated 3 years ago
- Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal p…☆24Feb 20, 2026Updated last week
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆447Nov 1, 2025Updated 4 months ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆372Feb 26, 2026Updated last week
- PaloBoost is an overfitting-robust Gradient Boosting algorithm.☆15Dec 20, 2019Updated 6 years ago
- Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.☆26Feb 6, 2025Updated last year
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆229Jan 14, 2024Updated 2 years 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
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆116Oct 1, 2025Updated 5 months ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,520Updated this week
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆282Aug 15, 2025Updated 6 months ago
- Integrated tool for model development and validation☆34Nov 7, 2025Updated 3 months ago
- ☆41Dec 27, 2024Updated last year
- Python implementation of the conformal prediction framework.☆478Mar 20, 2021Updated 4 years ago
- ☆22Apr 13, 2024Updated last year
- Methods for online conformal prediction.☆115May 1, 2025Updated 10 months ago
- Repo that groups utility functions for e.g. plotting of Conformal prediction metrics☆17Feb 2, 2024Updated 2 years ago
- Calibrated Random Forests☆40May 10, 2020Updated 5 years ago
- Quantile Regression Forests compatible with scikit-learn.☆253Jan 19, 2026Updated last month
- Conformal Prediction - A Practical Guide with MAPIE☆18Feb 18, 2024Updated 2 years ago
- A Library for Conformal Hyperparameter Tuning☆104Nov 24, 2025Updated 3 months ago
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆182Nov 4, 2025Updated 4 months ago
- ☆54Updated this week
- Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)☆20Jul 16, 2024Updated last year
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆130Nov 25, 2023Updated 2 years ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆12Jul 2, 2024Updated last year
- A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.☆44Aug 11, 2025Updated 6 months ago
- ☆115Feb 18, 2024Updated 2 years ago
- A Library for Uncertainty Quantification.☆921Apr 23, 2025Updated 10 months ago
- ☆18Apr 7, 2025Updated 10 months ago
- This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimens…☆18Apr 9, 2024Updated last year
- Shapley Interactions and Shapley Values for Machine Learning☆687Feb 13, 2026Updated 2 weeks ago
- An extension of Py-Boost to probabilistic modelling☆24Jan 19, 2023Updated 3 years ago
- ☆26Jan 9, 2026Updated last month