A Python toolbox for conformal prediction research on deep learning models, using PyTorch.
☆480Aug 5, 2026Updated 2 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:
- Python package for conformal prediction☆586Jul 8, 2026Updated 3 months ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆414Oct 14, 2026Updated 2 weeks ago
- Lightweight, useful implementation of conformal prediction on real data.☆1,109Nov 14, 2025Updated 11 months ago
- [ICML'24] Conformal Prediction for Deep Classifier via Label Ranking☆14Jun 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…☆1,332Aug 25, 2026Updated 2 months 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.
- ☆22Aug 14, 2025Updated last year
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆26Feb 18, 2025Updated last year
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,661Updated this week
- Conformal prediction for time-series applications.☆146Nov 30, 2023Updated 2 years ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆119May 1, 2026Updated 5 months ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆208Sep 2, 2026Updated last month
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆229Jan 14, 2024Updated 2 years ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆260Jan 23, 2023Updated 3 years ago
- A package for conformal prediction with conditional guarantees.☆72Oct 7, 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 Library for Conformal Hyperparameter Tuning☆106Nov 24, 2025Updated 11 months ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆203Mar 2, 2026Updated 7 months ago
- Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal p…☆26Feb 20, 2026Updated 8 months 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
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆134Nov 25, 2023Updated 2 years ago
- Conformal Anomaly Detection & Change-Point Detection☆58Oct 22, 2026Updated last week
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆13Apr 21, 2024Updated 2 years ago
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆29Jun 28, 2024Updated 2 years ago
- Methods and tools for multistep-ahead time series conformal prediction.☆45Oct 15, 2026Updated 2 weeks ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Forecastable Component Analysis (ForeCA) in Python☆38Nov 21, 2025Updated 11 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…☆180May 17, 2024Updated 2 years ago
- ☆55Mar 1, 2026Updated 7 months ago
- Python implementation of the conformal prediction framework.☆479Mar 20, 2021Updated 5 years ago
- Conformalized Quantile Regression☆320Feb 2, 2026Updated 8 months ago
- The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transfo…☆864Feb 12, 2026Updated 8 months ago
- Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggrega…☆681Mar 28, 2024Updated 2 years ago
- Integrated tool for model development and validation☆36Nov 7, 2025Updated 11 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)☆21Jul 16, 2024Updated 2 years ago
- APDTFlow is a modern and extensible forecasting framework for time series data that leverages advanced techniques including neural ordina…☆44Jun 14, 2026Updated 4 months ago
- A curated list of awesome Conformal Prediction videos, tutorials, books, papers, articles and open-source libraries.☆37Dec 20, 2021Updated 4 years ago
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆191Sep 11, 2026Updated last month
- Methods for online conformal prediction.☆117May 1, 2025Updated last year
- ☆44Dec 27, 2024Updated last year
- PaloBoost is an overfitting-robust Gradient Boosting algorithm.☆16Dec 20, 2019Updated 6 years ago