Calibration of Convolutional Neural Networks
☆172Apr 19, 2023Updated 3 years ago
Alternatives and similar repositories for NN_calibration
Users that are interested in NN_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:
- Code implementation of our ICLR'21 paper "Calibration of Neural Networks using Splines"☆21Mar 31, 2023Updated 3 years ago
- A simple way to calibrate your neural network.☆1,173Jul 26, 2025Updated 10 months ago
- Local Temperature Scaling for Probability Calibration☆23Nov 26, 2021Updated 4 years ago
- Code for the paper "Calibrating Deep Neural Networks using Focal Loss"☆161Jan 10, 2024Updated 2 years ago
- Python package for evaluating model calibration in classification☆20Nov 12, 2019Updated 6 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.
- The net:cal calibration framework is a Python 3 library for measuring and mitigating miscalibration of uncertainty estimates, e.g., by a …☆377Apr 16, 2026Updated 2 months ago
- ☆16Sep 27, 2021Updated 4 years ago
- ☆21Mar 25, 2023Updated 3 years ago
- Calibration library and code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlig…☆153Nov 10, 2022Updated 3 years ago
- ☆11Sep 11, 2022Updated 3 years ago
- Reliability diagrams visualize whether a classifier model needs calibration☆168Feb 11, 2022Updated 4 years ago
- ☆15Mar 11, 2021Updated 5 years ago
- ☆13Dec 10, 2020Updated 5 years ago
- Label shift experiments☆17Dec 3, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Codebase for "A Consistent and Differentiable Lp Canonical Calibration Error Estimator", published at NeurIPS 2022.☆16Mar 18, 2024Updated 2 years ago
- Regularized Learning under label shifts☆18May 1, 2019Updated 7 years ago
- Reliability diagrams, Platt's scaling, isotonic regression☆75Aug 2, 2014Updated 11 years ago
- ☆32Jun 12, 2025Updated last year
- ☆18Oct 29, 2021Updated 4 years ago
- On Calibration of Modern Neural Networks - tensorflow implementation☆30Jun 16, 2018Updated 8 years ago
- ☆12Mar 25, 2022Updated 4 years ago
- Model-agnostic posthoc calibration without distributional assumptions☆41Oct 20, 2023Updated 2 years ago
- Beta calibration☆31Feb 12, 2024Updated 2 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.
- Adaptive-binning for evaluation of confidence calibration☆12Jul 28, 2019Updated 6 years ago
- Code for the paper "Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers" published in ICLR 2019☆13Apr 25, 2019Updated 7 years ago
- High-quality implementations of standard and SOTA methods on a variety of tasks.☆1,576Updated this week
- ☆18May 25, 2022Updated 4 years ago
- ☆17Jun 18, 2024Updated 2 years ago
- Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)☆99Mar 1, 2022Updated 4 years ago
- A simple algorithm to identify and correct for label shift.☆21Feb 4, 2018Updated 8 years ago
- Implementation and evaluation of different approaches to get uncertainty in neural networks☆141Feb 16, 2018Updated 8 years ago
- ☆41Apr 11, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.☆134Jul 4, 2020Updated 5 years ago
- Topology Distillation for Recommender System (KDD'21)☆13Sep 2, 2021Updated 4 years ago
- MATLAB implementation of the multiple-kernel local-patch descriptor (BMVC 2017 paper)☆14Jan 31, 2018Updated 8 years ago
- Code for the ICML 2019 paper: Distribution Calibration for Regression☆22Aug 8, 2023Updated 2 years ago
- Scene text rectification using glyph and character alignment properties☆22Jan 21, 2018Updated 8 years ago
- A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks☆233Dec 27, 2018Updated 7 years ago
- Learning Confidence for Out-of-Distribution Detection in Neural Networks☆273May 5, 2018Updated 8 years ago