poloclub / FairVisLinks
FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning
☆39Updated last year
Alternatives and similar repositories for FairVis
Users that are interested in FairVis are comparing it to the libraries listed below
Sorting:
- Python package for creating rule-based explanations for classifiers.☆60Updated 6 years ago
- A visual analytic system for fair data-driven decision making☆26Updated 3 years ago
- A collection of implementations of fair ML algorithms☆12Updated 7 years ago
- Visual analysis of vector space embeddings☆81Updated 6 years ago
- Interactive Jupyter notebook widget for visually comparing embedding spaces.☆117Updated 6 months ago
- this repo might get accepted☆28Updated 4 years ago
- FairPrep is a design and evaluation framework for fairness-enhancing interventions that treats data as a first-class citizen.☆11Updated 2 years ago
- 🏔️ Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations☆116Updated 5 years ago
- Bridging Code and Interactive Visualization in Computational Notebooks☆65Updated 4 years ago
- Tools to collect detailed usage analytics of Idyll articles.☆15Updated last year
- Comparing fairness-aware machine learning techniques.☆160Updated 2 years ago
- Code/figures in Right for the Right Reasons☆57Updated 4 years ago
- python tools to check recourse in linear classification☆77Updated 4 years ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆107Updated last year
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensics☆77Updated 2 years ago
- Simple method to create notebook-ready visual analytics tools!☆32Updated 2 years ago
- Rich Context leaderboard competition, including the corpus and current SOTA for required tasks.☆22Updated 5 years ago
- REV: Reverse-Engineering Visualizations☆61Updated 6 years ago
- Editing machine learning models to reflect human knowledge and values☆127Updated 2 years ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆30Updated 4 years ago
- Public home of pycorels, the python binding to CORELS☆80Updated 5 years ago
- ☆135Updated 6 years ago
- Experiments for AAAI anchor paper☆66Updated 7 years ago
- Visualization Tool for Mapping Out Researchers using Natural Language Processing☆59Updated last year
- 😇A curated list of links and resources for Fair ML and Data Ethics☆18Updated 3 years ago
- A practical Active Learning python package with a strong focus on experiments.☆51Updated 3 years ago
- ☆17Updated 5 years ago
- Vectorizers for a range of different data types☆103Updated 2 months ago
- An experimental tool that stores and visualizes local versioning in JupyterLab☆150Updated 2 years ago
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆152Updated 4 years ago