fyancy / MetaFD
The source codes of Meta-learning for few-shot cross-domain fault diagnosis.
☆139Updated 8 months ago
Alternatives and similar repositories for MetaFD:
Users that are interested in MetaFD are comparing it to the libraries listed below
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆120Updated 4 years ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆142Updated 3 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆85Updated 2 years ago
- A few shot learning repository for bearing fault diagnosis.☆73Updated last year
- ☆51Updated last year
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆94Updated last month
- 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…☆223Updated last month
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆50Updated last week
- The intelligent fault diagnosis methods of HNU IDG☆63Updated 2 years ago
- ☆74Updated 2 years ago
- This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)☆71Updated last month
- ☆42Updated 3 years ago
- ☆45Updated 2 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆48Updated 3 years ago
- zggg1p / A-Domain-Adaption-Transfer-Learning-Bearing-Fault-Diagnosis-Model-Based-on-Wide-Convolution-Deep-NeuInspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆108Updated 7 months ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆54Updated 3 years ago
- ☆82Updated 4 months ago
- The intelligent fault diagnosis of HNU IDG☆83Updated 2 years ago
- Transfer learning☆49Updated 3 years ago
- ☆93Updated last year
- A transfer learning fault diagnosis repository covering popular algorithms☆210Updated 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)☆50Updated last year
- This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research(实验室自采轴承开源数据集,包含稳定转速和时变转速)☆48Updated this week
- ☆98Updated 5 years ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆33Updated 3 years ago
- Source Code of Industrial_ZSL in TII☆28Updated 3 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆75Updated 10 months ago
- 一种轻量化故障诊断框架——LiConvFormer☆77Updated 3 weeks ago
- This is a dataset of inter-shaft bearing based on the vibration signal of rotors and casings, which comes from a aero-engine test with in…☆69Updated 9 months ago