TianyuanYang / MAML-for-Mechanical-Fault-DiagnosisLinks
Implementation of the mechanical fault diagnosis method using model agnostic meta-learning (MAML)
☆31Updated 2 years ago
Alternatives and similar repositories for MAML-for-Mechanical-Fault-Diagnosis
Users that are interested in MAML-for-Mechanical-Fault-Diagnosis are comparing it to the libraries listed below
Sorting:
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" which published…☆32Updated 6 months ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆57Updated 3 years ago
- A few shot learning repository for bearing fault diagnosis.☆91Updated last year
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆40Updated 2 years ago
- Transfer learning☆51Updated 3 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆29Updated last year
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆21Updated last year
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Updated 10 months ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆58Updated 4 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆42Updated last year
- 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
- ☆25Updated 2 years ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆29Updated 4 months ago
- 一种用于复杂工况机械故障检测的GNN方法☆46Updated last year
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆32Updated 5 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆43Updated 4 months ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆53Updated 3 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）☆66Updated last month
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆82Updated 2 months ago
- ☆20Updated 2 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆90Updated 3 years ago
- ☆44Updated 4 years ago
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆46Updated 3 years ago
- ☆45Updated 3 years ago
- Code sharing of fault diagnosis papers.☆51Updated last year
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆14Updated last year
- 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
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆34Updated 3 years ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆21Updated last year
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆34Updated 2 years ago