fyancy / SSMNLinks
The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.
☆61Updated 3 years ago
Alternatives and similar repositories for SSMN
Users that are interested in SSMN are comparing it to the libraries listed below
Sorting:
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆42Updated 2 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆94Updated 3 years ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆36Updated 2 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆37Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆43Updated 2 years ago
- A few shot learning repository for bearing fault diagnosis.☆100Updated 2 years ago
- ☆23Updated 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)☆58Updated 4 months ago
- code for DFAWnet☆36Updated 2 years ago
- ☆34Updated 2 years ago
- ☆47Updated 3 years ago
- ☆23Updated 2 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆58Updated 3 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆86Updated 5 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆43Updated 2 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Updated 4 years ago
- Transfer learning☆56Updated 4 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆41Updated 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
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆64Updated last year
- ☆26Updated 2 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆130Updated 5 years 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
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆61Updated 7 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆32Updated 7 months ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆36Updated 3 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆98Updated last year
- ☆20Updated 2 years ago
- ☆67Updated last year
- Code sharing of fault diagnosis papers.☆51Updated last year