Python package for evaluating model calibration in classification
☆20Nov 12, 2019Updated 6 years ago
Alternatives and similar repositories for calibration
Users that are interested in calibration are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository of NeurIPS 2019 paper "Calibration tests in multi-class classification: A unifying framework"☆17May 6, 2021Updated 5 years ago
- Modeling Uncertainty in RNNs for Time Series Forecasting☆14Dec 13, 2017Updated 8 years ago
- ☆21Mar 25, 2023Updated 3 years ago
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆13Apr 21, 2024Updated 2 years ago
- HCOMP '22 -- Eliciting and Learning with Soft Labels from Every Annotator☆11Nov 1, 2022Updated 3 years 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.
- Calibration of Convolutional Neural Networks☆172Apr 19, 2023Updated 3 years ago
- Code repository accompanying the research paper "Uncertainty Quantification for Image-based Traffic Prediction across Cities"☆12Aug 14, 2023Updated 2 years ago
- Adaptive-binning for evaluation of confidence calibration☆12Jul 28, 2019Updated 6 years ago
- Non-Parametric Calibration for Classification (AISTATS 2020)☆19Feb 3, 2022Updated 4 years ago
- Multiscale Score Matching Analysis☆11Jan 19, 2023Updated 3 years ago
- Human-AI Deferral Evaluation Benchmark (Learning to Defer) AISTATS23☆22Jan 8, 2024Updated 2 years ago
- A package for Safe Anytime Valid Inference☆27Nov 4, 2024Updated last year
- [ECCV 2024] Official implementation of "Uncertainty Calibration with Energy Based Instance-wise Scaling in the Wild Dataset"☆11Aug 13, 2024Updated last year
- A simple example of VAEs with KANs☆12May 17, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Uncertainty in Deep Learning Papers☆35Nov 30, 2021Updated 4 years ago
- JBNU MetaVerse☆13Dec 2, 2021Updated 4 years ago
- Implementing FastSent in theano☆12May 2, 2016Updated 10 years ago
- NoiseGrad (and its extension NoiseGrad++) is a method to enhance explanations of artificial neural networks by adding noise to model weig…☆22May 11, 2023Updated 3 years ago
- This is a open resource project for Artificial Intelligence☆13Mar 3, 2019Updated 7 years ago
- Calibration library and code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlig…☆154Nov 10, 2022Updated 3 years ago
- Material for the course Large-Scale Convex Optimisation at LTH, autumn 2020☆25Feb 3, 2021Updated 5 years ago
- Deep Unsupervised Learning Course Tracking☆10Oct 23, 2020Updated 5 years ago
- ☆16Nov 19, 2021Updated 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.
- ☆35Mar 13, 2021Updated 5 years ago
- source code for NeurIPS'24 paper "Towards Calibrated Robust Fine-Tuning of Vision-Language Models"☆15Oct 31, 2025Updated 8 months ago
- A framework for majority vote classifiers allowing for computation of PAC Bayesian risk bounds.☆13Feb 9, 2023Updated 3 years ago
- DS-GA 1003: Machine Learning and Computational Statistics, Spring 2016☆16Jan 25, 2017Updated 9 years ago
- Welcome to Uncertainty Metrics! The goal of this library is to provide an easy-to-use interface for both measuring uncertainty across Goo…☆24Nov 18, 2020Updated 5 years ago
- Implementation of normalizing flows from 1d to Nd☆35Feb 19, 2021Updated 5 years ago
- Matching in GAN latent space for better bias benchmarking and semantic image editing. 👶🏻🧒🏾👩🏼🦰👱🏽♂️👴🏾☆20Mar 24, 2023Updated 3 years ago
- [ICML 2023] "Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?" by Ruisi Cai, Zhenyu Zhang, Zhangyang Wang☆16May 4, 2023Updated 3 years ago
- Source code of "Calibrating Large Language Models Using Their Generations Only", ACL2024☆22Nov 20, 2024Updated last year
- 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.
- A highly efficient and modular implementation of Gaussian Processes in PyTorch☆16Jun 4, 2020Updated 6 years ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆30Jun 14, 2021Updated 5 years ago
- ☆42Mar 23, 2023Updated 3 years ago
- ☆12Jul 17, 2023Updated 3 years ago
- My code repo for random-walks.org☆16Feb 1, 2026Updated 5 months ago
- Exercises for the Tutorial on Approximate Bayesian Inference at the Data Science Summer School 2018☆22Aug 6, 2018Updated 7 years ago
- ☆19Aug 4, 2019Updated 6 years ago