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
Alternatives and similar repositories for SSMN
Users that are interested in SSMN 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 Few-shot Learning for the fault diagnosis of large industrial equipment.☆99Jun 9, 2022Updated 3 years ago
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" (MLDSO) which p…☆38Dec 12, 2024Updated last year
- The source codes of Meta-learning for few-shot cross-domain fault diagnosis.☆181Feb 16, 2025Updated last year
- The PyTorch version for 'Domain-adversarial similarity-based meta-learning network'.☆18Apr 8, 2022Updated 4 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆136Jul 13, 2020Updated 5 years ago
- 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.
- Implementation of the mechanical fault diagnosis method using model agnostic meta-learning (MAML)☆35Mar 27, 2023Updated 3 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆61Apr 14, 2022Updated 3 years ago
- A few shot learning repository for bearing fault diagnosis.☆108Aug 3, 2023Updated 2 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆284Mar 15, 2026Updated 3 weeks 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)☆70Jun 10, 2025Updated 10 months ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆38Feb 18, 2023Updated 3 years ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆40Jan 13, 2022Updated 4 years ago
- Source codes for paper "A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis"☆44Feb 27, 2020Updated 6 years ago
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆25Dec 6, 2023Updated 2 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.
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆53Jul 6, 2022Updated 3 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆100Feb 14, 2025Updated last year
- ☆13Aug 28, 2025Updated 7 months ago
- ☆10Apr 2, 2021Updated 5 years ago
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆151Feb 28, 2025Updated last year
- Code for our paper "Domain adaptive transfer learning for fault diagnosis." 2019 Prognostics and System Health Management Conference (PHM…☆23Apr 11, 2022Updated 3 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆57Sep 20, 2021Updated 4 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆376Oct 10, 2022Updated 3 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆102Apr 24, 2025Updated 11 months 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.
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆284Dec 8, 2022Updated 3 years ago
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆568Oct 10, 2024Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆47Oct 31, 2022Updated 3 years ago
- ☆18Jun 30, 2023Updated 2 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆42Mar 27, 2023Updated 3 years ago
- Capsule network for fault diagnosis （胶囊网络用于故障诊断）☆34May 16, 2023Updated 2 years ago
- This is the code for WaveletKernelNet.☆144Oct 10, 2024Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆35Feb 16, 2025Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆45Jul 27, 2023Updated 2 years ago
- 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.
- ☆26Nov 21, 2022Updated 3 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆110Apr 27, 2025Updated 11 months ago
- ☆23Mar 28, 2023Updated 3 years ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆120Dec 14, 2024Updated last year
- pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行☆16Feb 23, 2019Updated 7 years ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated 2 years ago
- Code sharing of fault diagnosis papers.☆60Dec 30, 2023Updated 2 years ago