Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study" published in TIM
☆549Mar 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.☆287Dec 8, 2022Updated 3 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆781Nov 20, 2021Updated 4 years ago
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆609Oct 10, 2024Updated 2 years ago
- A transfer learning fault diagnosis repository covering popular algorithms☆372Aug 6, 2024Updated 2 years ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆213May 6, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆137Jul 13, 2020Updated 6 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Sep 20, 2021Updated 5 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…☆476Sep 11, 2026Updated last month
- ☆27Jan 15, 2023Updated 3 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆394Oct 10, 2022Updated 4 years ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆129Dec 14, 2024Updated last year
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆491Mar 24, 2021Updated 5 years ago
- ☆49Apr 12, 2021Updated 5 years ago
- 智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）☆500Sep 17, 2026Updated last month
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- The intelligent fault diagnosis of HNU IDG☆133Nov 9, 2022Updated 3 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆295May 25, 2026Updated 5 months ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆52Jan 12, 2023Updated 3 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,231Apr 9, 2026Updated 6 months ago
- This is the code for WaveletKernelNet.☆148Oct 10, 2024Updated 2 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆452Jul 24, 2026Updated 3 months ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆19Jul 13, 2020Updated 6 years ago
- wdcnn轴承故障模型☆392Jun 6, 2018Updated 8 years ago
- ☆21Sep 9, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A few shot learning repository for bearing fault diagnosis.☆123Aug 3, 2023Updated 3 years ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆328Jan 31, 2023Updated 3 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☆120May 16, 2023Updated 3 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆60Apr 14, 2022Updated 4 years ago
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆156Feb 28, 2025Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆110May 25, 2026Updated 5 months ago
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆157Oct 7, 2026Updated 3 weeks ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆126Apr 27, 2025Updated last year
- ☆320Jan 17, 2018Updated 8 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆50Jan 13, 2022Updated 4 years ago
- ☆88Sep 20, 2022Updated 4 years ago
- ☆22Jan 8, 2020Updated 6 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆63Dec 1, 2021Updated 4 years ago
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆191Jun 24, 2025Updated last year
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆62Apr 3, 2023Updated 3 years ago
- ☆78Jan 9, 2024Updated 2 years ago