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Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)

971 287 Updated Aug 10, 2020

Free and open-source software that allows users to set animated desktop wallpapers and screensavers powered by WinUI 3.

C# 15,756 1,089 Updated Feb 6, 2025

Transfer learning

Python 49 3 Updated Aug 13, 2021

Implement VAE, GAN, DANN, DSN, ADDA

Python 2 Updated Dec 7, 2020

这是论文Unsupervised Domain Adaptation by Backpropagation的复现代码,并完成了MNIST与MNIST-M数据集迁移,master和tf2分支代码为是基于tf2.x,tf1分支代码基于tf1.x

Python 61 14 Updated Aug 1, 2021

这是一个首层卷积为宽卷积的深度神经网络Deep Convolutional Neural Networks with Wide First-layer Kernels (WDCNN)的实现,该模型具有优越的抗噪能力,可用于轴承的智能故障诊断。

Python 41 8 Updated Mar 26, 2023

This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning

Jupyter Notebook 312 46 Updated Oct 10, 2022

wdcnn轴承故障模型

Python 352 97 Updated Jun 6, 2018

Convolutional Neural Network for 3D meshes in PyTorch

Python 1,630 325 Updated Feb 7, 2024

Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance evaluation

Python 23 1 Updated Nov 2, 2023

[RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis

Python 17 2 Updated Apr 1, 2024

[ISA Transactions] A balanced and weighted alignment network for partial transfer fault diagnosis

Python 7 2 Updated Apr 4, 2024

This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)

Python 75 8 Updated Dec 13, 2024

Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)

6 5 Updated Aug 10, 2020

This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis

Python 70 11 Updated Jan 4, 2024

VMD-SWTTV是一种针对一维信号的二级框架降噪算法,结合了变分模态分解VMD与平稳小波变换SWT,并采用了小波变换全变分法优化了SWT。降噪效果还是不错的。

MATLAB 33 4 Updated Mar 18, 2023

this code implements the Bayesian-MCMC based prognostics model. PHM2010 data challenge data are used to verifty the model.

MATLAB 17 4 Updated Jan 13, 2021

[MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working conditions

Python 10 Updated Apr 3, 2024

[RESS 2022] Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions

Python 9 1 Updated Nov 14, 2024

This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和预测)

230 33 Updated Feb 8, 2025

根据单个或多个宽频偶数长度电磁信号,根据VMD计算分量数据,展示含噪曲线、去噪曲线、分量时域、分量频谱、多测道曲线的图形绘制和数据生成。实现单条信号的独立运算,多条信号可选参数的独立运算并实现合并。 源码中包含一组测试数据,结果与matlab一致。

Python 3 2 Updated Sep 23, 2020

Zero-Shot Learning with GCN (CVPR 2018)

Python 917 178 Updated Mar 23, 2019

Implementation of R-GCNs for Relational Link Prediction

Python 452 104 Updated Mar 24, 2023

Keras-based implementation of Relational Graph Convolutional Networks

Python 801 133 Updated Jul 2, 2019

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Python 3,293 654 Updated Apr 9, 2022

Graph Convolutional Networks (GCNs)

911 173 Updated Feb 9, 2018

Implementation of Graph Convolutional Networks in TensorFlow

Python 7,208 2,002 Updated Apr 14, 2023

基于深度学习的滚动轴承故障诊断方法

Python 176 31 Updated May 4, 2019
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