A transfer learning fault diagnosis repository covering popular algorithms
☆339Aug 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
Sorting:
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆551Oct 10, 2024Updated last year
- A few shot learning repository for bearing fault diagnosis.☆105Aug 3, 2023Updated 2 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆411Jul 20, 2023Updated 2 years ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆119Dec 14, 2024Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆70Jul 28, 2024Updated last year
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆524Mar 1, 2022Updated 4 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆106Apr 27, 2025Updated 10 months ago
- Code sharing of fault diagnosis papers.☆59Dec 30, 2023Updated 2 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆46Jan 12, 2023Updated 3 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆97Apr 24, 2025Updated 10 months ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆195May 6, 2021Updated 4 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…☆393Jun 28, 2025Updated 8 months ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆282Dec 8, 2022Updated 3 years ago
- The intelligent fault diagnosis of HNU IDG☆122Nov 9, 2022Updated 3 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆276Jun 26, 2025Updated 8 months ago
- 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 is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆149Mar 28, 2025Updated 11 months ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆111Mar 17, 2024Updated last year
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆749Nov 20, 2021Updated 4 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆373Oct 10, 2022Updated 3 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆98Jun 9, 2022Updated 3 years ago
- Using transformer to realize Bearing Fault Diagnosis☆69May 16, 2023Updated 2 years ago
- ☆121Aug 27, 2024Updated last year
- ☆22Nov 23, 2022Updated 3 years ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆24May 26, 2024Updated last year
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆109Jun 24, 2025Updated 8 months ago
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆149Feb 28, 2025Updated last year
- ☆23Mar 28, 2023Updated 2 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆149Dec 24, 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☆252Mar 10, 2023Updated 3 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆43May 13, 2024Updated last year
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆124Dec 13, 2024Updated last year
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated last year
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆316Jan 31, 2023Updated 3 years ago
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆132Jan 15, 2025Updated last year
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆32Sep 26, 2023Updated 2 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆97Feb 14, 2025Updated last year
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆61Apr 14, 2022Updated 3 years ago