To Trust Or Not To Trust A Classifier. A measure of uncertainty for any trained (possibly black-box) classifier which is more effective than the classifier's own implied confidence (e.g. softmax probability for a neural network).
☆181Mar 23, 2023Updated 3 years ago
Alternatives and similar repositories for TrustScore
Users that are interested in TrustScore are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Addressing Failure Prediction by Learning Model Confidence☆173Nov 29, 2022Updated 3 years ago
- OCEAN: Optimal Counterfactual Explanations in Tree Ensembles (ICML 2021)☆36Jul 10, 2026Updated 3 months ago
- ☆41May 14, 2019Updated 7 years ago
- Python code for tree ensemble interpretation☆86Jan 20, 2021Updated 5 years ago
- Keras implementation of: Fitted Learning: Models with Awareness of their Limits☆13Mar 23, 2017Updated 9 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.
- [KDD 2023] code for "Test accuracy vs. generalization gap: model selection in NLP without accessing training or testing data" https://arx…☆12Oct 17, 2022Updated 3 years ago
- How to calibrate your neural network classifier: Getting accurate probabilities from a classification model☆54Nov 13, 2020Updated 5 years ago
- Repository of the paper "Defining Locality for Surrogates in Post-hoc Interpretablity" published at 2018 ICML Workshop on Human Interpret…☆17Nov 9, 2021Updated 4 years ago
- MODE: Automated Neural Network Model Debugging via State Differential Analysis and Input Selection - Replication Project☆16Mar 24, 2023Updated 3 years ago
- 10th Place Solution for APTOS 2019 Blindness Detection (efficientnet-b5 part)☆11Apr 23, 2020Updated 6 years ago
- ☆11Jul 20, 2022Updated 4 years ago
- A slider control using d3.js☆15Dec 27, 2017Updated 8 years ago
- A simple way to calibrate your neural network.☆1,179Jul 26, 2025Updated last year
- Local explanations with uncertainty 💐!☆41Aug 8, 2023Updated 3 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.
- Applying NLP (Natural Language Processing) techniques to predict profit warnings using conference call transcripts☆15Nov 28, 2018Updated 7 years ago
- [ICML'24] Conformal Prediction for Deep Classifier via Label Ranking☆14Jun 14, 2024Updated 2 years ago
- Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et…☆23Nov 3, 2022Updated 3 years ago
- RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!☆42Dec 14, 2022Updated 3 years ago
- ☆16May 9, 2022Updated 4 years ago
- Programs with word vectors, RNN, NLP stuff, etc☆17Feb 28, 2017Updated 9 years ago
- ☆16Jul 17, 2024Updated 2 years ago
- HCAE (HyperConnectome AutoEncoder) for brain state identification.☆16Oct 19, 2020Updated 5 years ago
- ☆12Aug 21, 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.
- ☆10Dec 27, 2022Updated 3 years ago
- Code and webpages for our study on teaching humans to defer to an AI☆12Nov 6, 2023Updated 2 years ago
- classifier two-sample test for video anomaly detections☆11Jul 3, 2019Updated 7 years ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆30Jun 14, 2021Updated 5 years ago
- LOcal Rule-based Exlanations☆53Nov 28, 2023Updated 2 years ago
- [MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.☆12Jun 7, 2024Updated 2 years ago
- Confidence-Aware Learning for Deep Neural Networks (ICML2020)☆75Jul 6, 2020Updated 6 years ago
- The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".☆23Mar 10, 2024Updated 2 years ago
- Word sense disambiguation using contextualized word embedding☆17Dec 18, 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.
- Examining the conversations on the Linux Kernel Mailing List☆10Feb 8, 2018Updated 8 years ago
- Efficient solution to the initialization selection of DNNs in transfer learning using duality diagrams as a similarity measure framework.☆10Nov 17, 2020Updated 5 years ago
- Binary Multi-View Clustering☆37Feb 7, 2022Updated 4 years ago
- Predicting Out-of-Distribution Error with the Projection Norm☆19Jul 27, 2022Updated 4 years ago
- [ACL'19] Code for "Semi-supervised Domain Adaptation for Dependency Parsing"☆14Jun 14, 2019Updated 7 years ago
- Multimodal classification solution for the SIGIR eCOM using Co-attention and transformer language models☆19Aug 17, 2020Updated 6 years ago
- Graph matching and clustering by comparing heat kernels via optimal transport.☆26Dec 8, 2022Updated 3 years ago