WunaiDczh / Few_data_Learing
☆13Updated 2 years ago
Alternatives and similar repositories for Few_data_Learing:
Users that are interested in Few_data_Learing are comparing it to the libraries listed below
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆34Updated last year
- ☆21Updated 2 years ago
- ☆32Updated 2 years ago
- ☆20Updated 2 years ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆33Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆41Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆37Updated 2 years ago
- ☆22Updated last year
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆36Updated 2 years ago
- ☆45Updated 2 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆56Updated 3 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆27Updated last year
- ☆24Updated 3 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)☆51Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆70Updated 10 months ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆50Updated 3 weeks ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆29Updated 6 months ago
- Capsule network for fault diagnosis (胶囊网络用于故障诊断)☆30Updated last year
- Transfer learning☆49Updated 3 years ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆26Updated last year
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆54Updated 2 years ago
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆9Updated last year
- ☆37Updated last year
- ☆23Updated 2 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆39Updated 3 weeks ago
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆14Updated 10 months ago
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" which published…☆30Updated 3 months ago
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆22Updated last year
- This is an implementation of “Domain Adaptation for Fault Diagnosis on CWRU Dataset"☆13Updated 3 years ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆25Updated last month