A library for uncertainty quantification based on PyTorch
☆119Jan 10, 2022Updated 4 years ago
Alternatives and similar repositories for torchuq
Users that are interested in torchuq are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Message Passing Neural Networks for Molecule Property Prediction☆12Jan 17, 2020Updated 6 years ago
- Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization☆2,022Mar 5, 2025Updated last year
- ProBO: Versatile Bayesian Optimization Using Any Probabilistic Programming Language☆16Jul 4, 2019Updated 7 years ago
- Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems☆24Mar 26, 2022Updated 4 years ago
- Offline Contextual Bayesian Optimization☆15Jul 20, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆89Jan 23, 2023Updated 3 years ago
- Adaptive-binning for evaluation of confidence calibration☆12Jul 28, 2019Updated 7 years ago
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆13Apr 21, 2024Updated 2 years ago
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆90Feb 1, 2024Updated 2 years ago
- ☆15May 5, 2023Updated 3 years ago
- A package for conformal prediction with conditional guarantees.☆72Oct 7, 2025Updated last year
- A Library for Uncertainty Quantification.☆929Apr 23, 2025Updated last year
- ☆23Apr 13, 2024Updated 2 years ago
- Code repository accompanying the research paper "Uncertainty Quantification for Image-based Traffic Prediction across Cities"☆12Aug 14, 2023Updated 3 years ago
- 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.
- LibCP -- A Library for Conformal Prediction☆13Feb 26, 2015Updated 11 years ago
- Code for experiments to learn uncertainty☆31Mar 16, 2023Updated 3 years ago
- Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023☆15Aug 20, 2024Updated 2 years ago
- ☆28Oct 21, 2022Updated 4 years ago
- HCOMP '22 -- Eliciting and Learning with Soft Labels from Every Annotator☆11Nov 1, 2022Updated 4 years ago
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Jan 27, 2023Updated 3 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
- 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
- Convert CVXPY expressions to PyTorch expressions☆18Jul 8, 2025Updated last year
- 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.
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,662Updated this week
- Conformalized Quantile Regression☆319Oct 27, 2026Updated last week
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,333Aug 25, 2026Updated 2 months ago
- Fast implementation of Venn-ABERS probabilistic predictors☆79Updated this week
- ☆14Sep 11, 2022Updated 4 years ago
- ☆109Jul 28, 2017Updated 9 years ago
- Bayesianize: A Bayesian neural network wrapper in pytorch☆93May 14, 2024Updated 2 years ago
- Lightweight, useful implementation of conformal prediction on real data.☆1,109Nov 14, 2025Updated 11 months ago
- Introductory course on Deep Learning for Ocean and Atmosphere Dynamics☆10Feb 25, 2026Updated 8 months 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.
- Laplace approximations for Deep Learning.☆552Updated this week
- ☆12Mar 7, 2022Updated 4 years ago
- Conformal prediction for time-series applications.☆146Nov 30, 2023Updated 2 years ago
- Uncertainty quantification using martingales for misspecified Gaussian processes☆10Feb 15, 2021Updated 5 years ago
- TRIAGE: Characterizing and auditing training data for improved regression (NeurIPS 2023)☆11Mar 14, 2024Updated 2 years ago
- A package for Safe Anytime Valid Inference☆28Nov 4, 2024Updated last year
- Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)☆21Jul 16, 2024Updated 2 years ago