Algorithms for abstention, calibration and domain adaptation to label shift.
☆38Nov 14, 2020Updated 5 years ago
Alternatives and similar repositories for abstention
Users that are interested in abstention are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Regularized Learning under label shifts☆18May 1, 2019Updated 7 years ago
- Codebase for "A Consistent and Differentiable Lp Canonical Calibration Error Estimator", published at NeurIPS 2022.☆16Mar 18, 2024Updated 2 years ago
- Codebase for "Decoding language spatial relations to 2D spatial arrangements" (Findings of EMNLP 2020).☆11Feb 10, 2023Updated 3 years ago
- The official source code to: Uncertainty Estimates of Predictions via a General Bias-Variance Decomposition (AISTATS'23)☆11Apr 21, 2023Updated 3 years ago
- Adaptive-binning for evaluation of confidence calibration☆12Jul 28, 2019Updated 6 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for the paper "Calibrating Deep Neural Networks using Focal Loss"☆161Jan 10, 2024Updated 2 years ago
- A framework for Quantification written in Python☆67Mar 3, 2026Updated 3 months ago
- [AutoML'22] Bayesian Generational Population-based Training (BG-PBT)☆30Sep 16, 2022Updated 3 years ago
- Code and webpages for our study on teaching humans to defer to an AI☆12Nov 6, 2023Updated 2 years ago
- Python implementation of the local outlier factor tuning algorithm described in “Automatic Hyperparameter Tuning Method for Local Outlier…☆11Aug 3, 2020Updated 5 years ago
- Implementation of: Kristiadi, Agustinus, and Asja Fischer. "Predictive Uncertainty Quantification with Compound Density Networks." (2019)…☆16May 26, 2022Updated 4 years ago
- Propose a principled and practically effective framework for unsupervised accuracy estimation and error detection tasks with theoretical …☆16Feb 17, 2022Updated 4 years ago
- Boilerplate Electron Application with Handlebars.js/Material Design CSS☆13Dec 11, 2015Updated 10 years ago
- Python package for evaluating model calibration in classification☆20Nov 12, 2019Updated 6 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.
- Basic implementation of variational autoencoders in Torch☆10Apr 16, 2016Updated 10 years ago
- Tensorflow: Generalizing Across Domains via Cross-Gradient Training☆15May 11, 2018Updated 8 years ago
- Semantic Parser with Execution☆13Dec 8, 2017Updated 8 years ago
- An unofficial re-implementation of Graph Structure of Neural Networks (Jiaxuan You · Kaiming He · Jure Leskovec · Saining Xie) ICML 2020☆10Jul 27, 2020Updated 5 years ago
- A tqdm multi-thread helper☆11Aug 12, 2019Updated 6 years ago
- ☆12Sep 29, 2019Updated 6 years ago
- Code for "Zero-Shot Out-of-Distribution Detection with Feature Correlations"☆13Jan 19, 2020Updated 6 years ago
- [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"☆15Feb 15, 2025Updated last year
- Scripts to prepare datasets for ShapeNet using the geodesic patch operator.☆20Nov 26, 2015Updated 10 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.
- [MICCAI 2021 (Oral)] Official code repository for "Variational Topic Inference for Chest X-Ray Report Generation"☆21Mar 7, 2022Updated 4 years ago
- ☆12Dec 2, 2020Updated 5 years ago
- Code and results accompanying our paper titled Domain Adaptation under Open Set Label Shift☆34Nov 22, 2022Updated 3 years ago
- Fast asynchronous GPU monitoring tool across multiple machines through SSH☆11Nov 26, 2024Updated last year
- Forcing Diffuse Distributions out of Language Models☆18Sep 10, 2024Updated last year
- 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
- ☆29Apr 16, 2021Updated 5 years ago
- Code companion of Multi-task Learning for Aggregated Data using Gaussian Processes paper☆11Apr 6, 2020Updated 6 years ago
- ☆21Mar 25, 2023Updated 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.
- SparklingGraph documentation☆10Jan 7, 2020Updated 6 years ago
- The official repository for Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapte…☆17Jan 15, 2024Updated 2 years ago
- Code for the paper: "TSViz: Demystification of Deep Learning Models for Time-Series Analysis"☆13May 15, 2019Updated 7 years ago
- Software for comparing contact maps from HiC, CaptureC and other 3D genome data.☆26May 21, 2018Updated 8 years ago
- Code and Word2Vec embeddings of LOINC codes for KDD 2019 DSHealth paper "Evaluation of Embeddings of Laboratory Test Codes for Patients a…☆11Jun 13, 2024Updated last year
- Extension of libSVM to support Open Set Recognitoin as described in "Toward Open Set Recognition", TPAMI July 2013☆12Oct 21, 2013Updated 12 years ago
- ☆17Updated this week