An easy-to-use interface for measuring uncertainty and robustness.
☆15Jan 21, 2021Updated 5 years ago
Alternatives and similar repositories for uncertainty-metrics-1
Users that are interested in uncertainty-metrics-1 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 for Accelerated Linearized Laplace Approximation for Bayesian Deep Learning (ELLA, NeurIPS 22')☆17Oct 12, 2022Updated 3 years ago
- Data-driven risk-conscious thermoelectric materials discovery☆18Jul 31, 2026Updated last month
- This is reimplementation of "Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness" in Pyt…☆53Jul 25, 2021Updated 5 years ago
- Code for the paper "Calibrating Deep Neural Networks using Focal Loss"☆162Jan 10, 2024Updated 2 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
- 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.
- ☆10Aug 18, 2016Updated 10 years ago
- Solid Tumor Associative Modeling in Pathology☆13Jun 26, 2025Updated last year
- 📰 Computing the information content of trained neural networks☆24Oct 8, 2021Updated 4 years ago
- ☆18Oct 29, 2021Updated 4 years ago
- Codebase for "A Consistent and Differentiable Lp Canonical Calibration Error Estimator", published at NeurIPS 2022.☆16Mar 18, 2024Updated 2 years ago
- ☆13Oct 8, 2021Updated 4 years ago
- PyTorch Implementation of LocAtViT in "Locality-Attending Vision Transformer" (ICLR 2026)☆19Aug 12, 2026Updated 3 weeks ago
- NumPy library for calibration metrics☆77Apr 27, 2026Updated 4 months ago
- Molecular Out-Of-Distribution☆41Apr 16, 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.
- Learning with uncertainty for biological discovery and design☆34Mar 24, 2023Updated 3 years ago
- Stochastic Weight Averaging Tutorials using pytorch.☆33Oct 23, 2020Updated 5 years ago
- ☆32Feb 11, 2021Updated 5 years ago
- Official implementation for MICCAI 2025 paper: Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification☆18Sep 12, 2025Updated 11 months ago
- Open Source Mycetoma's First Series of Molecules☆10Aug 26, 2026Updated last week
- ☆12Mar 28, 2023Updated 3 years ago
- Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023☆21Nov 26, 2023Updated 2 years ago
- [Poster; ICLR 2026] [Oral; Neurips OPT2024] μLO: Compute-Efficient Meta-Generalization of Learned Optimizers☆16Apr 15, 2026Updated 4 months ago
- Code implementation of our ICLR'21 paper "Calibration of Neural Networks using Splines"☆21Mar 31, 2023Updated 3 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.
- ☆10Apr 23, 2021Updated 5 years ago
- Resnets in tensorflow 2.0.☆17Mar 15, 2025Updated last year
- Correlation-aware Change-point Detection via Graph Neural Networks☆16Sep 28, 2020Updated 5 years ago
- Local Temperature Scaling for Probability Calibration☆25Nov 26, 2021Updated 4 years ago
- Chainer implementation of CIFAR-10 dataset training☆12Dec 7, 2022Updated 3 years ago
- The net:cal calibration framework is a Python 3 library for measuring and mitigating miscalibration of uncertainty estimates, e.g., by a …☆380Apr 16, 2026Updated 4 months ago
- 🎨 A toolkit to explore the OpenTME dataset.☆36Updated this week
- Code for the paper "Understanding the Role of Momentum in Stochastic Gradient Methods"☆14Oct 27, 2019Updated 6 years ago
- Collection of snippets for PyTorch users☆25Mar 23, 2022Updated 4 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.
- Github Repo for ICML 2022 paper: Communication-Efficient Adaptive Federated Learning☆10Nov 18, 2022Updated 3 years ago
- EmbeDB is a small Python wrapper around LMDB built as key-value storage for embeddings.☆13Nov 4, 2022Updated 3 years ago
- Junction Tree Variational AutoEncoder Implementation Attempt☆11Jun 21, 2018Updated 8 years ago
- Experiments from our work Uncertainty Quantification and Deep Ensemble☆10Nov 1, 2021Updated 4 years ago
- Notebook for standardization of actvity data, nonadditivity analysis and its evaluation.☆12Mar 16, 2023Updated 3 years ago
- Code for AAAI 2024 paper: CR-SAM: Curvature Regularized Sharpness-Aware Minimization☆12Nov 29, 2024Updated last year
- A package for fine tuning of pretrained NLP transformers using Semi Supervised Learning☆14Oct 27, 2021Updated 4 years ago