Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

Home for explainer documents originated by the Microsoft Edge team

Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

Make sense of any code, anytime. 🚀

Explanation method for Graph Neural Networks (GNNs)

ImputeGAP is a comprehensive Python library for imputation of missing values in time series data. It implements user-friendly APIs to easily visualize, analyze, and repair incomplete time series datasets.

Reinforced Causal Explainer for Graph Neural Networks, TPAMI2022

An interactive exploration of various number formats

An explainer and diagram to help understand the syntax of the arc command of SVG paths.

SudokuExplainer (SE)

No description provided.

Different approaches to solving coding challenges, along with explanations of the thinking involved.

Explains Tor Consensus with a visualization and explaination

PGExplainer is a Minimal SudokuExplainer, to rate (ER/EP/ED) sudoku puzzles.

Intuitive Zero-Knowledge Primer.

A LIME explainer app for fine-grained sentiment classification, written using Streamlit.

Application for explaining difficult to understand textbooks based on Yandex Cloud API (YandexGPT-Pro, Yandex-OCR)

A small explainer repository that shows how to use the BEM syntax in CSS.

The user interface for Sui Blockchain Transaction explainer

Implementation of Model-Agnostic Graph Explainability Technique from Scratch in PyTorch

Animation to explain Tor before and after the application of Conflux.

Bachelor Thesis about using attention for explaining a deep learning AI model in computer vision

Explainers for several kinds of units proposed for inclusion in CSS (and SCSS and LESS)

demo for zero-copy accounts with anchor framework

リックテレコム出版「XAI（説明可能なAI）──そのとき人工知能はどう考えたのか？」の勉強用リポジトリ

SudokuNCExplainer is my modifications to SudokuExplainer to also solve (and rate) Non-Consecutive sudokus (SudokuNC).

Easy and Useful ResNet Visualization Tool for AI Researchers and Developers

Step by step instructions explaining how to use GitHub

Educational TypeScript implementation of 1Password's security model with interactive explainer. Covers Secret Key generation, PBKDF2 key derivation, and AES-256-GCM vault encryption