explainer

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

#计算机科学#Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

#自然语言处理#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)

Reinforced Causal Explainer for Graph Neural Networks, TPAMI2022

An interactive exploration of various number formats

#时序数据库#ImputeGAP: A library of Imputation Techniques for Time Series Data

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

SudokuExplainer (SE)

#算法刷题#Different approaches to solving coding challenges, along with explanations of the thinking involved.

#数据仓库#

Explains Tor Consensus with a visualization and explaination

#自然语言处理#A LIME explainer app for fine-grained sentiment classification, written using Streamlit.

Intuitive Zero-Knowledge Primer.

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

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

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

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