dbvis-ukon / explainer
The official repository containing the source code to the explAIner publication.
☆30Updated last year
Alternatives and similar repositories for explainer
Users that are interested in explainer are comparing it to the libraries listed below
Sorting:
- A Natural Language Interface to Explainable Boosting Machines☆66Updated 10 months ago
- Explainable Artificial Intelligence through Contextual Importance and Utility☆28Updated 8 months ago
- A visual analytic system for fair data-driven decision making☆25Updated 2 years ago
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensics☆77Updated last year
- A curated list of awesome academic research, books, code of ethics, data sets, institutes, maturity models, newsletters, principles, podc…☆71Updated this week
- XAI-Bench is a library for benchmarking feature attribution explainability techniques☆66Updated 2 years ago
- Course for Interpreting ML Models☆52Updated 2 years ago
- TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!☆120Updated last year
- XAI Stories. Case studies for eXplainable Artificial Intelligence☆29Updated 4 years ago
- BERT Probe: A python package for probing attention based robustness to character and word based adversarial evaluation. Also, with recipe…☆18Updated 2 years ago
- ☆18Updated 3 years ago
- ☆11Updated 4 years ago
- FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning☆38Updated last year
- EMNLP Findings 2020: Reevaluating Adversarial Examples in Natural Language☆7Updated 4 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆28Updated 5 years ago
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆82Updated 2 years ago
- Ranking of fine-tuned HF models as base models.☆35Updated last week
- Explore/examine/explain/expose your model with the explabox!☆16Updated 2 weeks ago
- This repo consists of code for plotting top loss images☆13Updated 4 years ago
- Mixture of Decision Trees for Interpretable Machine Learning☆11Updated 3 years ago
- ☆16Updated 2 years ago
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆18Updated last year
- ☆49Updated last year
- ☆16Updated 4 years ago
- Rule Extraction Methods for Interactive eXplainability☆43Updated 2 years ago
- Cross-field empirical trends analysis of XAI literature☆20Updated last year
- An easier approach to using and understanding ML models☆22Updated last week
- Codebase for HYPHEN, accepted at ACL 2022 (main)☆11Updated 3 years ago
- Editing machine learning models to reflect human knowledge and values☆124Updated last year
- ☆38Updated last year