Pinned Repositories
100-Days-Of-ML-Code
100 Days of ML Coding
awesome-counterfactual-explanations
awesome counterfactual explanations
awesome-curiosity-learning
A curated list of awesome curiosity learning frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
Awesome-explainable-AI
A collection of research materials on explainable AI/ML
CFAI
A collection of algorithms of counterfactual explanations.
fengyun-123
风云1-3 漫画; Fung Wan Comics;
Learn-to-pay-attention
reproduce ICLR18 paper "Learn to Pay Attention"
PRML
PRML algorithms implemented in Python
Pytorch_Examples
some examples of Pytorch
Video-to-Online-Platform
An intelligence multimodal learning based system for video, product and ads analysis. Based on the system, you can do a lot of downstream applications such as product recommendation, video retrieval, etc.
wangyongjie-ntu's Repositories
wangyongjie-ntu/Awesome-explainable-AI
A collection of research materials on explainable AI/ML
wangyongjie-ntu/CFAI
A collection of algorithms of counterfactual explanations.
wangyongjie-ntu/fengyun-123
风云1-3 漫画; Fung Wan Comics;
wangyongjie-ntu/awesome-counterfactual-explanations
awesome counterfactual explanations
wangyongjie-ntu/AI-Homework
人工智能结课作业（A星八数码/广度优先/深度优先/粒子群寻优算法/遗传算法/蚁群算法/BP神经网络/卷积神经网络）
wangyongjie-ntu/al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
wangyongjie-ntu/C-CHVAE-Pytorch
The reproduction of c-chvae.
wangyongjie-ntu/ceml
CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox
wangyongjie-ntu/CEMSP
CIKM 2023, Flexible and Robust Counterfactual Explanations with Minimal Satisfiable Perturbations
wangyongjie-ntu/DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
wangyongjie-ntu/DualCF
FaccT 2022, DualCF: Efficient Model Extraction Attack from Counterfactual Explanations
wangyongjie-ntu/FairnessRobustnessContrastingExplanations
wangyongjie-ntu/GNN_Notes
图神经网络(GNN)学习笔记
wangyongjie-ntu/GUM
The official code for the paper "Summarizing User-Item Matrix By Group Utility Maximization"
wangyongjie-ntu/Linux-ToolBoxes
wangyongjie-ntu/LOANT
code for NAACL 2021 paper "Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection"
wangyongjie-ntu/local-linearity-of-relu-neural-networks
wangyongjie-ntu/mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
wangyongjie-ntu/ML_Notebooks
A repository for public Machine Learning notebooks I have created
wangyongjie-ntu/ML_Notes
机器学习算法的公式推导以及numpy实现
wangyongjie-ntu/python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.
wangyongjie-ntu/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
wangyongjie-ntu/ResponsibleAI
A collection of news articles, books, and papers on Responsible AI cases. The purpose is to study these cases and learn from them to avoid repeating the failures of the past.
wangyongjie-ntu/robust-counterfactuals
Repo of the paper "On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations"
wangyongjie-ntu/SkylineCF
Skyline of Counterfactual Explanations (CIKM 2021)
wangyongjie-ntu/tabnet
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
wangyongjie-ntu/TABNET-Reproduced
Personal reproduced TabNet
wangyongjie-ntu/wangyongjie-ntu
wangyongjie-ntu/wangyongjie-ntu.github.io
Personal home page wangyongjie-ntu.github.io
wangyongjie-ntu/XXXX
some code snipets