XiaobinHong's repositories
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
awesome-graph-explainability-papers
Papers about explainability of GNNs
awesome-graph-ood
Papers about out-of-distribution generalization on graphs.
awesome-graph-self-supervised-learning
Awesome Graph Self-Supervised Learning
awesome-network-embedding
A curated list of network embedding techniques.
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
Conference-Accepted-Paper-List
Some Conferences' accepted paper lists (including AAAI, IJCAI, KDD, WWW, ICLR, ICML...)
CS-Notes
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++
CV_interviews_Q-A
CV算法岗知识点及面试问答汇总，主要分为计算机视觉、机器学习、图像处理和 C++基础四大块，一起努力向offers发起冲击！
Datasets_Shared
PCALab4047 江北云智服务器数据集共享文档
DeepLearning
深度学习入门教程&&优秀文章&&Deep Learning Tutorial
DropEdge
This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification
gae
Implementation of Graph Auto-Encoders in TensorFlow
gcn
Implementation of Graph Convolutional Networks in TensorFlow
GNNPapers
Must-read papers on graph neural networks (GNN)
google-research
Google AI Research
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
graph_star
Graph Star Net
LAD-GNN
The source code of LAD-GNN
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
Must-read-papers-and-continuous-tracking-on-Graph-Neural-Network-GNN-progress
Papers on Graph neural network(GNN)
OpenNE
An Open-Source Package for Network Embedding (NE)
Python
All Algorithms implemented in Python
PyTorch-BigGraph
Software used for generating embeddings from large-scale graph-structured data.
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
Waking-Up
计算机基础（计算机网络/操作系统/数据库/Git...）面试问题全面总结，包含详细的follow-up question以及答案；全部采用【问题+追问+答案】的形式，即拿即用，直击互联网大厂面试:rocket:；可用于模拟面试、面试前复习、短期内快速备战面试...