fyancy / MetaFDLinks
The source codes of Meta-learning for few-shot cross-domain fault diagnosis.
☆166Updated 7 months ago
Alternatives and similar repositories for MetaFD
Users that are interested in MetaFD are comparing it to the libraries listed below
Sorting:
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆130Updated 5 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆94Updated 3 years ago
- A few shot learning repository for bearing fault diagnosis.☆100Updated 2 years ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆169Updated 4 years ago
- ☆46Updated 4 years ago
- The intelligent fault diagnosis methods of HNU IDG☆69Updated 2 years ago
- ☆85Updated 3 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆61Updated 3 years ago
- ☆67Updated last year
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆103Updated 9 months ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆81Updated 7 months ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆112Updated 9 months ago
- ☆106Updated last year
- Transfer learning☆56Updated 4 years ago
- 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）☆79Updated 4 months ago
- The intelligent fault diagnosis of HNU IDG☆110Updated 2 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆42Updated 2 years ago
- ☆47Updated 3 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Updated 4 years ago
- 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…☆339Updated 3 months ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆91Updated 5 months ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆36Updated 3 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆64Updated last year
- 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…☆89Updated last year
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆98Updated last year
- 实现的是WDCNN的pytorch版本代码，对应论文的第三章 data包含了四个数据文件夹，这里只使用了0HP文件夹中的数据，里面包含了正常、内圈、外圈、滚动体共10种状态 preprocess.py的功能是对数据进行采样、编码，虽然划分出来了验证集但是并没有使用 trai…☆24Updated 2 years ago
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" (MLDSO) which p…☆34Updated 10 months ago
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆47Updated 3 years ago
- WT-planetary-gearbox-datasets☆75Updated last year
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆58Updated 3 years ago