Calibrated Explanations is an explanation method for uncertainty-aware explanations of classification and regression models.
☆79Aug 10, 2026Updated this week
Alternatives and similar repositories for calibrated_explanations
Users that are interested in calibrated_explanations are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python implementation of binary and multi-class Venn-ABERS calibration☆207Updated this week
- Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.☆27Feb 6, 2025Updated last year
- Conformal Anomaly Detection & Change-Point Detection☆57Updated this week
- Python package for conformal prediction☆581Jul 8, 2026Updated last month
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆402Jul 10, 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.
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆26Feb 18, 2025Updated last year
- ☆56Mar 1, 2026Updated 5 months ago
- Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal p…☆26Feb 20, 2026Updated 5 months ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆118May 1, 2026Updated 3 months ago
- Calibrated Random Forests☆40May 10, 2020Updated 6 years ago
- Fast implementation of Venn-ABERS probabilistic predictors☆77Feb 15, 2024Updated 2 years ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,578Updated this week
- Lightweight, useful implementation of conformal prediction on real data.☆1,077Nov 14, 2025Updated 9 months ago
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,283Jul 9, 2026Updated last month
- 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.
- ☆114Feb 18, 2024Updated 2 years ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆201Mar 2, 2026Updated 5 months ago
- Code examples for "On Credit: Scoring Foundations in the Age of AI"☆16Feb 15, 2026Updated 5 months ago
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python☆328Aug 8, 2026Updated last week
- Put an AI agent on rails: mount a Burr state machine as an MCP server so the agent can only take the next allowed step, with every step r…☆15Jul 30, 2026Updated 2 weeks ago
- Neo LS-SVM is a modern Least-Squares Support Vector Machine implementation☆35Apr 1, 2024Updated 2 years ago
- Lecture Notes on Statistical Inference☆79Aug 8, 2026Updated last week
- A Library for Uncertainty Quantification.☆929Apr 23, 2025Updated last year
- ☆43Sep 13, 2022Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- All the material needed to use MC-CP and the Adaptive MC Dropout method☆29May 22, 2025Updated last year
- Library for the Test-based Calibration Error (TCE) metric to quantify the degree to classifier calibration.☆14Sep 15, 2023Updated 2 years ago
- A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.☆46May 18, 2026Updated 2 months ago
- The Orange Book of Machine Learning☆60Jul 22, 2026Updated 3 weeks ago
- Python implementation of the control charts used for process monitoring and anomaly detection☆13Jun 18, 2023Updated 3 years ago
- The Resampling Delusion: A Geometric Theory of Class Imbalance☆22Jan 11, 2026Updated 7 months ago
- ☆23Apr 13, 2024Updated 2 years ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆284Updated this week
- Methods and tools for multistep-ahead time series conformal prediction.☆43Updated this week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Quantile Regression Forests compatible with scikit-learn.☆254Updated this week
- A python tool to examine datasets for consistency. Performs approximately 150 tests. For EDA (Exploratory Data Analysis) and interpretabl…☆12Apr 4, 2024Updated 2 years ago
- Transformer Conformal Prediction for Time Series☆18Apr 13, 2026Updated 4 months ago
- For the paper 'A novel isogeometric coupling approach for assembled thin-walled structures', here is the core code and implementation tha…☆14Aug 9, 2024Updated 2 years ago
- Скрипты для загрузки исторических данных для Deribit☆10Jan 11, 2025Updated last year
- Stochastic volatility models and their application to Deribit crypro-options exchange☆13Nov 10, 2024Updated last year
- A Unified Framework for Hydrology☆13Nov 21, 2025Updated 8 months ago