a1018680161 / Few-shot-Transfer-LearningLinks
Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine
☆124Updated 4 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:
- A few shot learning repository for bearing fault diagnosis.☆91Updated last year
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆90Updated 3 years ago
- Transfer learning☆51Updated 3 years ago
- ☆44Updated 4 years ago
- ☆45Updated 3 years ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆159Updated 4 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 …☆124Updated 3 months ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆53Updated 3 years ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆103Updated 6 months ago
- ☆86Updated 3 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆69Updated 4 months ago
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆16Updated 6 months ago
- ☆59Updated last year
- ☆97Updated 2 years 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)☆53Updated 2 weeks ago
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆46Updated 3 years ago
- Siamese network for bearing fault diagnosis☆88Updated 5 years ago
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆93Updated 6 months ago
- The source codes of Meta-learning for few-shot cross-domain fault diagnosis.☆161Updated 4 months ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆61Updated 10 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆39Updated 2 years ago
- ☆106Updated 2 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆82Updated last month
- 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）☆66Updated last month
- Using transformer to realize Bearing Fault Diagnosis☆64Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆79Updated 2 months ago
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" which published…☆32Updated 6 months ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆40Updated 2 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆89Updated last year
- ☆25Updated 4 years ago