Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study" published in TIM
☆527Mar 1, 2022Updated 4 years ago
Alternatives and similar repositories for UDTL
Users that are interested in UDTL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆282Dec 8, 2022Updated 3 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆751Nov 20, 2021Updated 4 years ago
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆561Oct 10, 2024Updated last year
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Sep 20, 2021Updated 4 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆136Jul 13, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆27Jan 15, 2023Updated 3 years ago
- This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和…☆398Jun 28, 2025Updated 8 months ago
- A transfer learning fault diagnosis repository covering popular algorithms☆343Aug 6, 2024Updated last year
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆375Oct 10, 2022Updated 3 years ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆196May 6, 2021Updated 4 years ago
- ☆49Apr 12, 2021Updated 4 years ago
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆481Mar 24, 2021Updated 5 years ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆120Dec 14, 2024Updated last year
- 智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）☆444Mar 6, 2026Updated 3 weeks ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆47Jan 12, 2023Updated 3 years ago
- The intelligent fault diagnosis of HNU IDG☆124Nov 9, 2022Updated 3 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,157May 29, 2025Updated 9 months ago
- 基于注意力机制的少量样本故障诊断 pytorch☆282Mar 15, 2026Updated last week
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆19Jul 13, 2020Updated 5 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆61Apr 14, 2022Updated 3 years ago
- ☆22Sep 9, 2020Updated 5 years ago
- This is the code for WaveletKernelNet.☆143Oct 10, 2024Updated last year
- A few shot learning repository for bearing fault diagnosis.☆105Aug 3, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆22Jan 8, 2020Updated 6 years ago
- wdcnn轴承故障模型☆392Jun 6, 2018Updated 7 years ago
- 智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis☆115May 16, 2023Updated 2 years ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆320Jan 31, 2023Updated 3 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆419Jul 20, 2023Updated 2 years ago
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆150Feb 28, 2025Updated last year
- ☆88Sep 20, 2022Updated 3 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆100Apr 24, 2025Updated 11 months ago
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆130Dec 13, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆62Dec 1, 2021Updated 4 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆99Jun 9, 2022Updated 3 years ago
- domain adaption with LSGAN for bearing fault diagnosis☆79Sep 4, 2018Updated 7 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆109Apr 27, 2025Updated 11 months ago
- ☆74Jan 9, 2024Updated 2 years ago
- ☆300Jan 17, 2018Updated 8 years ago
- ☆64Jul 13, 2019Updated 6 years ago