zhanghuanwang1 / UDTL_multi_domainLinks
Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))
☆56Updated 4 years ago
Alternatives and similar repositories for UDTL_multi_domain
Users that are interested in UDTL_multi_domain are comparing it to the libraries listed below
Sorting:
- ☆27Updated 2 years ago
- Transfer learning☆61Updated 4 years ago
- ☆46Updated 3 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆44Updated 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)☆67Updated 6 months ago
- A few shot learning repository for bearing fault diagnosis.☆103Updated 2 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆61Updated 4 years ago
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆48Updated 3 years ago
- ☆28Updated 4 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆44Updated 2 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆39Updated 2 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆60Updated 3 years ago
- ☆108Updated 2 years ago
- ☆23Updated 2 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆69Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆99Updated 7 months ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆94Updated 8 months ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆95Updated 3 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆62Updated 9 months ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆132Updated 5 years ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆117Updated last year
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" (MLDSO) which p…☆33Updated last year
- 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）☆94Updated 7 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆45Updated 3 years ago
- The intelligent fault diagnosis methods of HNU IDG☆73Updated 3 years ago
- ☆36Updated 3 years ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆190Updated 4 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆44Updated 2 years ago
- ☆24Updated 3 years ago
- ☆21Updated 5 years ago