bwdeng20

thgsp

A PyTorch-based package built for graph signal processing(especially critical-sampling graph wavelet analysis).

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-imbalanced-learning

Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

bwdeng20.github.io

my personal website

Deep-Q-learning-for-mobile-edge-computing

DeepRobust

[Customized] A pytorch adversarial library for attack and defense methods on images and graphs

DsAl

Python implementation of Data Structure and Algorithms. Solutions for some Leetcode problems will be taken into account in soon.

DyGLib

A Library for Dynamic Graph Learning

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gbt7714-bibtex-style

GB/T 7714-2015 BibTeX Style

GNNPapers

Must-read papers on graph neural networks (GNN)

harX

Human activity recognition(HAR) using sensor data

graph_nets

PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

GreatX

[Customized] A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).

kmcuda

Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

lp_final

PlateRecognitionPython

pytorch-cpp

C++ Implementation of PyTorch Tutorials for Everyone

pytorch_cluster

PyTorch Extension Library of Optimized Graph Cluster Algorithms

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

pytorch_sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

TADDY_pytorch

A Pytorch implement of paper "Anomaly detection in dynamic graphs via transformer" (TADDY).

TGB

Temporal Graph Benchmark project repo

wd_swp_jsonargparse_debug

word2vec-pytorch

Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling