MichauGabriel / DeSpaWNLinks
Code of DeSpaWN ((https://doi.org/10.1073/pnas.2106598119)
☆46Updated 3 years ago
Alternatives and similar repositories for DeSpaWN
Users that are interested in DeSpaWN are comparing it to the libraries listed below
Sorting:
- ☆37Updated last year
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆43Updated 2 years ago
- Code tu use learnable wavelet transforms like L-WPT and DeSPaWN methods in pytorch☆26Updated 2 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆30Updated last year
- This is the code for WaveletKernelNet.☆128Updated 8 months ago
- code for DFAWnet☆34Updated 2 years ago
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆27Updated last year
- ☆17Updated last year
- ☆21Updated last year
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆41Updated 11 months ago
- Implementation of FGANomaly☆17Updated 3 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆33Updated last year
- Digital signal analysis library for python. The library includes such methods of the signal analysis, signal processing and signal parame…☆136Updated 2 years ago
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆30Updated last year
- ☆16Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆82Updated 2 months ago
- The code for paper "Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection"☆20Updated 2 years ago
- Function for decomposing a signal according to the Multivariate Variational Mode Decomposition in Pytorch☆25Updated last year
- ☆25Updated 2 years ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆18Updated last year
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆154Updated last year
- Condition Based Maintenance Fault Database for Testing of Diagnostic and Prognostics Algorithms☆16Updated 7 months ago
- Bandit Optimization Aglorithms and Envelope Analysis based Methods for Machinery Fault Diagnosis☆13Updated 5 months ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Updated 3 years ago
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆36Updated 2 years ago
- Code sharing of fault diagnosis papers.☆51Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆57Updated 3 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆79Updated 2 months ago
- Code and data for our paper on IEEE-TIE: Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis☆40Updated 2 years ago
- Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Trans…☆23Updated last year