WFRain's Projects
Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。
Realizing DTINet with python
using python to realize GA
Awesome high expressive GNNs for graph classification
profile
Personal Website
Question Answering model with SQuAD2.0. (Stanfard University CS224N default project)
Source code for how powerful are K-hop message passing graph neural networks (Neurips 2022)
Official implementation of paper Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman (NeurIPS 2023)
A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.
Solve portfolio optimization problems using NSGA2 algorithm
A docker file for python environment with PyG and lightning.
Sloving TSP using simulated annealing model with python
An atlas of text-attributed graph datasets in the era of large graph and language model.