This is the code for WaveletKernelNet.
☆143Oct 10, 2024Updated last year
Alternatives and similar repositories for WaveletKernelNet
Users that are interested in WaveletKernelNet are comparing it to the libraries listed below
Sorting:
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆97Apr 24, 2025Updated 10 months ago
- code for DFAWnet☆38Jun 19, 2023Updated 2 years ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated last year
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆52Jul 6, 2022Updated 3 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)☆68Jun 10, 2025Updated 8 months ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆148Mar 28, 2025Updated 11 months ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 4 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆745Nov 20, 2021Updated 4 years ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated 9 months ago
- 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 last year
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆11Apr 13, 2024Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆61Dec 1, 2021Updated 4 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☆115May 16, 2023Updated 2 years ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆524Mar 1, 2022Updated 3 years 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 an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆106Apr 27, 2025Updated 10 months ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆316Jan 31, 2023Updated 3 years ago
- A few shot learning repository for bearing fault diagnosis.☆105Aug 3, 2023Updated 2 years ago
- The code for NISTA_Net☆11Apr 7, 2023Updated 2 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆275Jun 26, 2025Updated 8 months ago
- This repository is for the implementation of SGWN.☆14Oct 12, 2024Updated last year
- ☆73Jan 9, 2024Updated 2 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
- ☆120Aug 27, 2024Updated last year
- An Explainable Neural Network for Fault Diagnosis With a Frequency Activation Map☆14Dec 30, 2021Updated 4 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆61Apr 14, 2022Updated 3 years ago
- ☆15Nov 29, 2024Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆34Feb 16, 2025Updated last year
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆135Jul 13, 2020Updated 5 years ago
- Source codes for the paper "Fast Sparsity-Assisted Signal Decomposition with Non-Convex Enhancement for Bearing Fault Diagnosis"☆44Aug 15, 2021Updated 4 years ago
- The source codes of Meta-learning for few-shot cross-domain fault diagnosis.☆178Feb 16, 2025Updated last year
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated 11 months ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆281Dec 8, 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…☆96Feb 14, 2025Updated last year
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆543Oct 10, 2024Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆42May 13, 2024Updated last year
- A transfer learning fault diagnosis repository covering popular algorithms☆339Aug 6, 2024Updated last year
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆33Jul 10, 2023Updated 2 years ago