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xzl2021's Projects

dagcn icon dagcn

This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions.

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

examples icon examples

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

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

mtagn icon mtagn

The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-objective Fault Diagnosis under Small Sample

phmgnnbenchmark icon phmgnnbenchmark

this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.

planetoid icon planetoid

Semi-supervised learning with graph embeddings

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

udtl icon udtl

Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study" published in TIM

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