a1018680161 / Few-shot-Transfer-LearningView external linksLinks
Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine
☆135Jul 13, 2020Updated 5 years ago
Alternatives and similar repositories for Few-shot-Transfer-Learning
Users that are interested in Few-shot-Transfer-Learning are comparing it to the libraries listed below
Sorting:
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆98Jun 9, 2022Updated 3 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆61Dec 1, 2021Updated 4 years ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆521Mar 1, 2022Updated 3 years ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆281Dec 8, 2022Updated 3 years ago
- ☆22Sep 9, 2020Updated 5 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆19Jul 13, 2020Updated 5 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆371Oct 10, 2022Updated 3 years ago
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆148Feb 28, 2025Updated 11 months ago
- A few shot learning repository for bearing fault diagnosis.☆104Aug 3, 2023Updated 2 years ago
- Transfer learning☆62Aug 13, 2021Updated 4 years ago
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" (MLDSO) which p…☆34Dec 12, 2024Updated last year
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆540Oct 10, 2024Updated last year
- ☆29Apr 30, 2021Updated 4 years ago
- ☆47Apr 25, 2022Updated 3 years ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆193May 6, 2021Updated 4 years ago
- The source codes of Meta-learning for few-shot cross-domain fault diagnosis.☆178Feb 16, 2025Updated 11 months ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆741Nov 20, 2021Updated 4 years ago
- This repo provides source code for cross-domain machine fault diagnosis using an unsupervised domain adaptation approach (Feature Represe…☆39Dec 25, 2020Updated 5 years ago
- Siamese network for bearing fault diagnosis☆93Jan 18, 2020Updated 6 years ago
- Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection☆18Oct 12, 2020Updated 5 years ago
- 论文《基于机理模型的旋转机械领域自适应故障诊断》验证案例的代码和数据☆10Jan 5, 2021Updated 5 years ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆17Sep 29, 2019Updated 6 years ago
- ☆22Nov 23, 2022Updated 3 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆274Jun 26, 2025Updated 7 months ago
- Code for our paper "Domain adaptive transfer learning for fault diagnosis." 2019 Prognostics and System Health Management Conference (PHM…☆23Apr 11, 2022Updated 3 years ago
- ☆13Aug 28, 2025Updated 5 months ago
- 基于Laplace小波卷积和BiGRU的少量样本故障诊断方法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)☆68Jun 10, 2025Updated 8 months ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆314Jan 31, 2023Updated 3 years ago
- This is the original dataset that we use in our research work, but it may difficult to find in the original link.☆30Jun 24, 2021Updated 4 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Sep 20, 2021Updated 4 years ago
- wdcnn轴承故障模型☆387Jun 6, 2018Updated 7 years ago
- 智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis☆115May 16, 2023Updated 2 years ago
- The code for http://arxiv.org/abs/2110.02498☆19Mar 9, 2023Updated 2 years ago
- domain adaption with LSGAN for bearing fault diagnosis☆78Sep 4, 2018Updated 7 years ago
- This is the code for WaveletKernelNet.☆141Oct 10, 2024Updated last year
- 采用一种包含加权水平可见图(WHVG)的图卷积网络(GCN)，对采样的轴承震动时间序列数据分析，进行滚动轴承故障诊断。其中，对HVG中两节点的边，以节点距离的倒数作为权重进行加权，以削弱噪声节点对其他距离较远节点的影响。☆46Apr 18, 2023Updated 2 years ago
- Source codes for paper "A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis"☆44Feb 27, 2020Updated 5 years ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Nov 24, 2023Updated 2 years ago
- Code sharing of fault diagnosis papers.☆58Dec 30, 2023Updated 2 years ago