Guoji (Leo) Fu's repositories
MLT-Papers
Awesome papers in machine learning theory
SUSTechNRL
Network Representation Learning
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
Awesome-Graph-Neural-Networks
Paper Lists for Graph Neural Networks
causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
Deep-Reasoning-Papers
Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep learning and reasoning
deeplearning-models
A collection of various deep learning architectures, models, and tips
ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
GNN-Papers
Papers that I like on GNNs with interesting theoretical analysis.
GNNPapers
Must-read papers on graph neural networks (GNN)
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
numpy-ml
Machine learning, in numpy
Python
All Algorithms implemented in Python
pytorch_pratices
pytorch practice