This repository contains the implementation of Label-Free XAI, a new framework to adapt explanation methods to unsupervised models. For more details, please read our ICML 2022 paper: 'Label-Free Explainability for Unsupervised Models'.
☆25Sep 21, 2022Updated 3 years ago
Alternatives and similar repositories for Label-Free-XAI
Users that are interested in Label-Free-XAI 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 the paper "Model Agnostic Interpretability for Multiple Instance Learning".☆13Jan 28, 2022Updated 4 years ago
- Resources for Machine Learning Explainability☆90Sep 4, 2024Updated last year
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆15Feb 24, 2026Updated 6 months ago
- Contrastive Poisson latent variable models (CPLVMs)☆11Feb 7, 2022Updated 4 years ago
- ☆13Nov 29, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆12Aug 21, 2025Updated last year
- Code and Hummingbird dataset for EMNLP 2021 paper "Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica"☆14Apr 13, 2022Updated 4 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆12Jan 10, 2023Updated 3 years ago
- Code for paper "Principled feature attribution for unsupervised gene expression analysis"☆13Mar 7, 2023Updated 3 years ago
- This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its pred…☆77May 31, 2022Updated 4 years ago
- DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks☆21Jun 16, 2025Updated last year
- An R package implementing Large-Scale Evidence Generation and Evaluation in a Network of Databases (LEGEND).☆10Dec 18, 2020Updated 5 years ago
- Repository for our paper “Subverting the Jewtocracy”: Online Antisemitism Detection Using MultimodalDeep Learning☆12Apr 29, 2022Updated 4 years ago
- 百度商业AI技术创新大赛赛道二：广告图片描述生成 Rank3方案分享☆11Oct 9, 2024Updated last year
- 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.
- Feature selection for deep learning models.☆15Jan 9, 2021Updated 5 years ago
- ☆31Oct 7, 2022Updated 3 years ago
- patch-based gaussian mixture model☆15May 12, 2019Updated 7 years ago
- Feature Interaction Interpretability via Interaction Detection☆34Jun 12, 2023Updated 3 years ago
- Asclepias broker☆14Aug 25, 2026Updated last week
- This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help …☆24Jan 31, 2023Updated 3 years ago
- ☆16Oct 23, 2019Updated 6 years ago
- ☆11Oct 4, 2022Updated 3 years ago
- Radiology Protocol Tool Recorder (RAPTOR) is an automated, electronic tool allowing radiologists to optimize advanced medical imaging pro…☆14Jan 30, 2018Updated 8 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.
- A repository for explaining feature attributions and feature interactions in deep neural networks.☆193Jan 16, 2022Updated 4 years ago
- QALD-9-Plus Dataset for Knowledge Graph Question Answering☆12Aug 31, 2022Updated 4 years ago
- [ICML 24] A novel automated neuron explanation framework that can accurately describe poly-semantic concepts in deep neural networks☆14May 2, 2025Updated last year
- Official Repository of "Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery" (NeurIPS 2023)☆23Aug 4, 2025Updated last year
- ☆31Apr 24, 2024Updated 2 years ago
- Official repository of the paper "Interpretable Anomaly Detection with DIFFI: Depth-based Isolation Forest Feature Importance", M. Carlet…☆30Aug 7, 2024Updated 2 years ago
- eHMP - Enterprise Health Management Platform☆13Jan 19, 2023Updated 3 years ago
- CDM conversion of MIMIC dataset.☆17Jun 19, 2016Updated 10 years ago
- ☆17May 19, 2026Updated 3 months 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.
- Influence Estimation for Gradient-Boosted Decision Trees☆29May 27, 2024Updated 2 years ago
- Hacking hospital pagers, then building an encrypted solution.☆15Mar 3, 2026Updated 5 months ago
- ☆13Jan 18, 2024Updated 2 years ago
- ☆16Oct 2, 2022Updated 3 years ago
- ☆11Jan 27, 2018Updated 8 years ago
- Code accompanying the paper "Empirical analysis of model selection for heterogeneous causal effect estimation"☆17Jan 28, 2025Updated last year
- A repo for REMOD: relation extraction algorithm based on multimodality knowledge distillation☆28Jan 4, 2022Updated 4 years ago