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:
- Label shift experiments☆17Dec 3, 2020Updated 5 years ago
- Codebase for "A Consistent and Differentiable Lp Canonical Calibration Error Estimator", published at NeurIPS 2022.☆16Mar 18, 2024Updated 2 years ago
- Jupyter notebooks for CellProfiler and friends☆14Mar 23, 2018Updated 8 years ago
- Code for the paper "Calibrating Deep Neural Networks using Focal Loss"☆161Jan 10, 2024Updated 2 years ago
- Code from some of the posts I published at https://medium.com/@xoelop☆15Nov 13, 2018Updated 7 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.
- Code and webpages for our study on teaching humans to defer to an AI☆12Nov 6, 2023Updated 2 years ago
- [AutoML'22] Bayesian Generational Population-based Training (BG-PBT)☆31Sep 16, 2022Updated 3 years ago
- Python implementation of the local outlier factor tuning algorithm described in “Automatic Hyperparameter Tuning Method for Local Outlier…☆10Aug 3, 2020Updated 5 years ago
- ☆11Dec 8, 2016Updated 9 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
- This repository includes various baseline techniques for label-free model evaluation task for the VDU2023 competition.☆19Mar 8, 2023Updated 3 years ago
- Python package for evaluating model calibration in classification☆20Nov 12, 2019Updated 6 years ago
- Tensorflow: Generalizing Across Domains via Cross-Gradient Training☆15May 11, 2018Updated 8 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Boilerplate Electron Application with Handlebars.js/Material Design CSS☆13Dec 11, 2015Updated 10 years ago
- A curated list of references to help you get up to speed with the concepts and techniques needed to become a successful ML researcher.☆16Jan 20, 2022Updated 4 years ago
- TopViewRS: Vision-Language Models as Top-View Spatial Reasoners (EMNLP 2024 Oral)☆15Jun 14, 2025Updated last year
- Tinker is a parallel-by-default File/Directory Management System with additional interface to NLP and ML libraries☆10Jul 21, 2017Updated 9 years ago
- 3rd placed submission to the NeurIPS MineRL competition 2019☆10Mar 24, 2023Updated 3 years ago
- CLI to extract article contents in bulk using Newspaper3k and multithreading.☆12Apr 15, 2018Updated 8 years ago
- ☆15Jul 23, 2025Updated 11 months ago
- Synthetic whole-slide imaging tile generation with gene expression profiles infused deep generative models - Cell Reports Methods☆21Sep 19, 2025Updated 10 months ago
- Code for "Zero-Shot Out-of-Distribution Detection with Feature Correlations"☆13Jan 19, 2020Updated 6 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.
- ☆12Sep 29, 2019Updated 6 years ago
- Scripts to prepare datasets for ShapeNet using the geodesic patch operator.☆20Nov 26, 2015Updated 10 years ago
- Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (Zhou et al., EMNLP 2024)☆14Oct 3, 2024Updated last year
- ☆11Sep 29, 2021Updated 4 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
- SparklingGraph documentation☆10Jan 7, 2020Updated 6 years ago
- ☆21Mar 25, 2023Updated 3 years ago
- Code for the paper: "TSViz: Demystification of Deep Learning Models for Time-Series Analysis"☆13May 15, 2019Updated 7 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 2 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.
- Code implementation of our ICLR'21 paper "Calibration of Neural Networks using Splines"☆21Mar 31, 2023Updated 3 years ago
- ner using crf++☆10Mar 24, 2015Updated 11 years ago
- ☆23Sep 24, 2021Updated 4 years ago
- Extension of libSVM to support Open Set Recognitoin as described in "Toward Open Set Recognition", TPAMI July 2013☆12Oct 21, 2013Updated 12 years ago
- Deep Weighted Averaging Classifiers☆22Feb 4, 2019Updated 7 years ago
- Python Library for Dynamic Movement Primitives with Reinforcement Learning☆14Jun 21, 2022Updated 4 years ago
- 🧬 Viral genome reference alignment☆12Jan 26, 2021Updated 5 years ago