TianyuanYang / MAML-for-Mechanical-Fault-DiagnosisLinks
Implementation of the mechanical fault diagnosis method using model agnostic meta-learning (MAML)
☆34Updated 2 years ago
Alternatives and similar repositories for MAML-for-Mechanical-Fault-Diagnosis
Users that are interested in MAML-for-Mechanical-Fault-Diagnosis are comparing it to the libraries listed below
Sorting:
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆61Updated 4 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆97Updated 3 years ago
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" (MLDSO) which p…☆33Updated last year
- A few shot learning repository for bearing fault diagnosis.☆104Updated 2 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆92Updated 11 months ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Updated 4 years ago
- Code sharing of fault diagnosis papers.☆57Updated 2 years ago
- ☆47Updated 3 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆44Updated 2 years ago
- ☆27Updated 3 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆45Updated 3 years ago
- 一种用于复杂工况机械故障检测的GNN方法☆56Updated 2 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆109Updated last year
- WT-planetary-gearbox-datasets☆85Updated 3 months ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆69Updated last year
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆40Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆97Updated 9 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆46Updated 3 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆19Updated 5 years 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)☆68Updated 7 months ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆45Updated 3 years ago
- Capsule network for fault diagnosis （胶囊网络用于故障诊断）☆34Updated 2 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆66Updated 11 months ago
- Transfer learning☆62Updated 4 years ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆36Updated 2 years ago
- ☆29Updated 4 years ago
- This reposotory release a gearbox failure dataset, which can support intelliegnt fault diagnosis research（实验室自采齿轮箱开源数据集，包含稳定转速和时变转速）☆33Updated 9 months ago
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆19Updated 3 months ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆61Updated 3 years ago
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆48Updated 4 years ago