vaynexie Goto Github PK
Name: Vayne Xie
Type: User
Company: HKUST
Location: Hong Kong
Name: Vayne Xie
Type: User
Company: HKUST
Location: Hong Kong
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
List of relevant resources for machine learning from explanatory supervision
Papers about explainability of GNNs
A curated list of awesome machine learning interpretability resources.
深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)
A XAI Framework to provide Contrastive Whole-output Explanation for Image Classification.
Estimation of Example Perplexity
Code for paper: Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks
Optional static typing for Python
OpenXAI : Towards a Transparent Evaluation of Model Explanations
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
[CVPRW 2020] Official implementation of Score-CAM in Pytorch
👋 Code for the paper: "Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis" (NeurIPS 2021)
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
👋 Xplique is a Neural Networks Explainability Toolbox
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.