A Python toolbox for conformal prediction research on deep learning models, using PyTorch.
☆472Nov 1, 2025Updated 8 months 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☆576Jun 12, 2026Updated 2 weeks ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆395Jun 23, 2026Updated last week
- Lightweight, useful implementation of conformal prediction on real data.☆1,062Nov 14, 2025Updated 7 months ago
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,251Jun 20, 2026Updated last week
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆117May 1, 2026Updated 2 months ago
- ☆20Aug 14, 2025Updated 10 months ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,558Jun 24, 2026Updated last week
- ☆23Apr 13, 2024Updated 2 years ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆25Feb 18, 2025Updated last year
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆229Jan 14, 2024Updated 2 years ago
- ☆19Apr 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
- Conformal Anomaly Detection & Change-Point Detection☆56Jun 25, 2026Updated last week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A package for conformal prediction with conditional guarantees.☆70Oct 7, 2025Updated 8 months ago
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆133Nov 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…☆25Feb 20, 2026Updated 4 months ago
- Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)☆21Jul 16, 2024Updated last year
- Conformal prediction for time-series applications.☆143Nov 30, 2023Updated 2 years ago
- Methods and tools for multistep-ahead time series conformal prediction.☆43Feb 5, 2026Updated 4 months ago
- ☆24May 25, 2022Updated 4 years ago
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆177May 17, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Integrated tool for model development and validation☆35Nov 7, 2025Updated 7 months ago
- The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transfo…☆861Feb 12, 2026Updated 4 months ago
- PaloBoost is an overfitting-robust Gradient Boosting algorithm.☆15Dec 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 3 years ago
- A Library for Conformal Hyperparameter Tuning☆104Nov 24, 2025Updated 7 months ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆81Jan 23, 2023Updated 3 years ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆201Mar 2, 2026Updated 4 months ago
- A curated list of awesome Conformal Prediction videos, tutorials, books, papers, articles and open-source libraries.☆36Dec 20, 2021Updated 4 years ago
- ☆44Dec 27, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggrega…☆681Mar 28, 2024Updated 2 years ago
- Code repository for the paper "Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction" @ ECCV 2024 (Oral)☆13Apr 22, 2025Updated last year
- The Code of SACP☆17Sep 6, 2024Updated last year
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆293Apr 10, 2026Updated 2 months ago
- A Library for Uncertainty Quantification.☆927Apr 23, 2025Updated last year
- Conformalized Quantile Regression☆311Feb 2, 2026Updated 5 months ago
- Methods for online conformal prediction.☆117May 1, 2025Updated last year