Multi-class probabilistic classification using inductive and cross Venn–Abers predictors
☆50Jun 22, 2022Updated 3 years ago
Alternatives and similar repositories for Multi-class-probabilistic-classification
Users that are interested in Multi-class-probabilistic-classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fast implementation of Venn-ABERS probabilistic predictors☆77Feb 15, 2024Updated 2 years ago
- PaloBoost is an overfitting-robust Gradient Boosting algorithm.☆15Dec 20, 2019Updated 6 years ago
- Repository for R and Python packages and reproduction codes in Weighted Conformalized Selection paper☆11Jul 21, 2023Updated 2 years ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆202Mar 2, 2026Updated 2 months ago
- Conformal Prediction - A Practical Guide with MAPIE☆18Feb 18, 2024Updated 2 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.
- Supplemental R Examples on Applied Conformal Prediction. These examples follow Practical Guide to Applied Conformal Prediction in Python,…☆45Dec 29, 2023Updated 2 years ago
- The best repo showing why bayesianism is a complete misnomer☆32Mar 25, 2026Updated last month
- ☆26Jan 9, 2026Updated 4 months ago
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆29Jun 28, 2024Updated last year
- An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal…☆13Apr 16, 2026Updated last month
- Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…☆24Feb 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…☆1,227Updated this week
- Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.☆76Nov 7, 2024Updated last year
- QUANT: A Minimalist Interval Method for Time Series Classification☆24Mar 11, 2025Updated last year
- 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.
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆470Nov 1, 2025Updated 6 months ago
- A comprehensive collection of HRV-related resources, including libraries, datasets, tutorials, papers, and more, for researchers and deve…☆20Apr 24, 2026Updated 3 weeks ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆14Jul 2, 2024Updated last year
- Causal Impact but with MFLES and conformal prediction intervals☆33Dec 31, 2024Updated last year
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆22Apr 19, 2024Updated 2 years ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆230Jan 14, 2024Updated 2 years ago
- ☆19Apr 7, 2025Updated last year
- Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)☆21Jul 16, 2024Updated last year
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆179May 17, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆43Dec 27, 2024Updated last year
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆81Jan 23, 2023Updated 3 years ago
- Extending Conformal Prediction to LLMs☆70Jun 21, 2024Updated last year
- Conformal Anomaly Detection & Change-Point Detection☆57May 14, 2026Updated last week
- Code for paper "Copula-based conformal prediction for Multi-Target Regression"☆33Apr 1, 2021Updated 5 years ago
- Python package for conformal prediction☆575Oct 9, 2025Updated 7 months ago
- Conformal Prediction library for Orange3☆10May 24, 2019Updated 6 years ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆281May 13, 2026Updated last week
- ☆11Jun 4, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆392Updated this week
- Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal p…☆25Feb 20, 2026Updated 3 months ago
- Methods for online conformal prediction.☆116May 1, 2025Updated last year
- Perception and labelling of stereogenic centres in chemical structures☆20Apr 13, 2026Updated last month
- A lightweight and fast auto-ml library☆83May 12, 2026Updated last week
- Adaptive Conformal Prediction Intervals (ACPI) is a Python package that enhances the Predictive Intervals provided by the split conformal…☆30Mar 23, 2023Updated 3 years ago
- Experiments on Data Poisoning Regression Learning☆12Oct 5, 2020Updated 5 years ago