A transfer learning fault diagnosis repository covering popular algorithms
☆354Aug 6, 2024Updated last year
Alternatives and similar repositories for transfer-learning-fault-diagnosis-pytorch
Users that are interested in transfer-learning-fault-diagnosis-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆577Oct 10, 2024Updated last year
- A few shot learning repository for bearing fault diagnosis.☆111Aug 3, 2023Updated 2 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆429Jul 20, 2023Updated 2 years ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆122Dec 14, 2024Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆74Jul 28, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆113Apr 27, 2025Updated last year
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆530Mar 1, 2022Updated 4 years ago
- 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
- Code sharing of fault diagnosis papers.☆60Dec 30, 2023Updated 2 years ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆284Dec 8, 2022Updated 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…☆418Jun 28, 2025Updated 10 months ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆200May 6, 2021Updated 5 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆105Apr 24, 2025Updated last year
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆26May 26, 2024Updated last year
- 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.
- 基于注意力机制的少量样本故障诊断 pytorch☆287Mar 15, 2026Updated last month
- The intelligent fault diagnosis of HNU IDG☆129Nov 9, 2022Updated 3 years ago
- Using transformer to realize Bearing Fault Diagnosis☆76May 16, 2023Updated 2 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆113Mar 17, 2024Updated 2 years ago
- ☆124Aug 27, 2024Updated last year
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆759Nov 20, 2021Updated 4 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…☆129Jun 24, 2025Updated 10 months ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆155Mar 28, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆381Oct 10, 2022Updated 3 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆100Jun 9, 2022Updated 3 years ago
- ☆23Mar 28, 2023Updated 3 years ago
- ☆22Nov 23, 2022Updated 3 years ago
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆153Feb 28, 2025Updated last year
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆137Dec 13, 2024Updated last year
- Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis（pytorch） 深度残差收缩网络应用于故障诊断☆254Mar 10, 2023Updated 3 years ago
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆35Sep 26, 2023Updated 2 years ago
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆140Jan 15, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆48May 13, 2024Updated last year
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆45Oct 15, 2024Updated last year
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆102Feb 14, 2025Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆162Dec 24, 2024Updated last year
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Nov 24, 2023Updated 2 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆135Jul 13, 2020Updated 5 years ago