poloclub / visual-auditor
Interactive scalable auditing of model biases and vulnerabilities with interpretable mitigation
☆20Updated 2 years ago
Alternatives and similar repositories for visual-auditor:
Users that are interested in visual-auditor are comparing it to the libraries listed below
- A Python package for PME (Public Market Equivalent) calculation☆11Updated last year
- JupyterLab renderer of dagitty causal diagrams☆20Updated last year
- Abstractions for feature engineering on large graphs of tabular data.☆22Updated last week
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆17Updated 9 months ago
- Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.☆21Updated 2 years ago
- ☆8Updated 2 years ago
- Matplotlib style configurator, built with Streamlit☆29Updated 4 years ago
- This Python package implements algorithms for multiviews (multimodals) learning☆14Updated 3 months ago
- This repo will be an effort to learn and implement some of the milestone papers and models in Deep Learning based language models.☆11Updated 2 years ago
- PyTorch with DataFrames☆14Updated last year
- Simple method to create notebook-ready visual analytics tools!☆29Updated last year
- ☆21Updated 4 years ago
- Companion code for a tutorial on using Hydra.☆29Updated 3 years ago
- Generate beautiful, testable documentation with Jupyter Notebooks☆21Updated 2 years ago
- A `select` accessor for easier subsetting of pandas DataFrames and Series☆34Updated last year
- Code that accompanies the PyData New York (2022) talk: Addressing the sensitivity of Large language models☆12Updated 2 years ago
- d3 plugin to create a temporal network visualization☆18Updated 2 years ago
- ☆42Updated 4 months ago
- Counterfactual SHAP: a framework for counterfactual feature importance☆16Updated last year
- Show ML predictions w/ Streamlit☆11Updated 9 months ago
- A curated list for interpretable machine learning☆18Updated 6 years ago
- A Python Package for Visualizing Categorical Data Over Time☆41Updated 7 months ago
- Code for paper "AutoAudit: Mining Accounting and Time-Evolving Graphs" (Big Data 2020)☆16Updated last year
- An example of how the LIME algorithm can be used to provide real-world insight into the decision processes of a 'black-box' machine learn…☆15Updated 5 years ago
- ☆12Updated last year
- A flexible, extensible framework for training and evaluating time-series forecasting models.☆5Updated last week
- Temporal Walk Based Centrality Metric for Graph Streams☆14Updated last year
- Build interactive big data apps with Altair and Vega easily using Panel + VegaFusion.☆17Updated 2 years ago
- Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.☆50Updated last year