A Python toolbox for conformal prediction research on deep learning models, using PyTorch.
☆477Aug 5, 2026Updated 3 weeks ago
Alternatives and similar repositories for TorchCP
Users that are interested in TorchCP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML'24] Conformal Prediction for Deep Classifier via Label Ranking☆14Jun 14, 2024Updated 2 years ago
- Python package for conformal prediction☆581Jul 8, 2026Updated last month
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆403Updated this week
- Lightweight, useful implementation of conformal prediction on real data.☆1,082Nov 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…☆1,296Updated this week
- 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.
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆118May 1, 2026Updated 3 months ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆26Feb 18, 2025Updated last year
- ☆22Aug 14, 2025Updated last year
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,585Aug 14, 2026Updated 2 weeks ago
- ☆23Apr 13, 2024Updated 2 years ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆229Jan 14, 2024Updated 2 years ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆207Aug 12, 2026Updated 2 weeks ago
- ☆20Apr 7, 2025Updated last year
- 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
- 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.
- Conformal Anomaly Detection & Change-Point Detection☆57Updated this week
- A package for conformal prediction with conditional guarantees.☆71Oct 7, 2025Updated 10 months ago
- A Library for Conformal Hyperparameter Tuning☆104Nov 24, 2025Updated 9 months ago
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆134Nov 25, 2023Updated 2 years ago
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆13Apr 21, 2024Updated 2 years ago
- Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal p…☆26Feb 20, 2026Updated 6 months ago
- Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)☆21Jul 16, 2024Updated 2 years ago
- Conformal prediction for time-series applications.☆144Nov 30, 2023Updated 2 years ago
- ☆24May 25, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Methods and tools for multistep-ahead time series conformal prediction.☆43Updated this week
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆179May 17, 2024Updated 2 years ago
- [CVPRW 2024] Conformal prediction for uncertainty quantification in image segmentation☆27Dec 9, 2024Updated last year
- Integrated tool for model development and validation☆36Nov 7, 2025Updated 9 months ago
- A curated list of awesome Conformal Prediction videos, tutorials, books, papers, articles and open-source libraries.☆37Dec 20, 2021Updated 4 years ago
- The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transfo…☆863Feb 12, 2026Updated 6 months ago
- Causal Impact but with MFLES and conformal prediction intervals☆33Dec 31, 2024Updated last year
- PaloBoost is an overfitting-robust Gradient Boosting algorithm.☆16Dec 20, 2019Updated 6 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆131Aug 16, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The Code of SACP☆17Sep 6, 2024Updated last year
- The Resampling Delusion: A Geometric Theory of Class Imbalance☆22Jan 11, 2026Updated 7 months ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆200Mar 2, 2026Updated 5 months ago
- ☆44Dec 27, 2024Updated last year
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆85Jan 23, 2023Updated 3 years ago
- Code repository for the paper "Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction" @ ECCV 2024 (Oral)☆13Apr 22, 2025Updated last year
- Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggrega…☆681Mar 28, 2024Updated 2 years ago