FrusqueGaetan / Learnable-Wavelet-TransformLinks
Code tu use learnable wavelet transforms like L-WPT and DeSPaWN methods in pytorch
☆33Updated 2 years ago
Alternatives and similar repositories for Learnable-Wavelet-Transform
Users that are interested in Learnable-Wavelet-Transform are comparing it to the libraries listed below
Sorting:
- Code of DeSpaWN ((https://doi.org/10.1073/pnas.2106598119)☆51Updated 3 years ago
- Adaptive Variational Nonlinear Chirp Mode Decomposition☆28Updated 3 years ago
- This is the code for WaveletKernelNet.☆140Updated last year
- Python implementation of time varying filter EMD☆13Updated last year
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆18Updated 6 months ago
- Unofficial implementation of paper “Multi-scale Attention Convolutional Neural Network for time series classification”[Neural Networks202…☆17Updated 3 years ago
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆35Updated last year
- Variance discrepancy representation☆13Updated last year
- ☆48Updated 9 months ago
- We propose a novel deep learning framework DRSNet (deep residual shrinkage network) with an embedded soft-threshold denoising scheme for …☆15Updated 2 years ago
- ☆24Updated 8 months ago
- Subband averaging kurtogram (SAK), incorporating with dual-tree complex wavelet packet transform (DTCWPT), to improve performance of the …☆12Updated 4 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆97Updated 9 months ago
- A simple program to implement the Symplectic geometry mode decomposition (SGMD), including python and matlab versions.☆27Updated 2 years ago
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆33Updated 2 months ago
- MSTDA☆11Updated last year
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆24Updated last year
- FDS-MOMEDA: Optimization-Blind Deconvolution in Finite High-Dimensional Spaces for Extracting Pulse Signal in Rolling Bearing Fault Diagn…☆11Updated last year
- A deep transfer regression method based on seed replacement considering balanced domain adaptation☆16Updated 2 years ago
- The open-source code of "CS-SHAP: Extending SHAP to "SHapley Estimated Explanation (SHEP): A Fast post-hoc attribution method for interpr…☆11Updated this week
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆16Updated 3 years ago
- A demo of using Hilbert-Huang Transform (HHT) for non-stationary and non-linear signal analysis.☆111Updated 4 years ago
- implementation of several GANs with pytorch☆165Updated 3 years ago
- This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals.(实验室自采多模态电机故障数据,振动信号+声音信号)☆36Updated 3 months ago
- DMsrTTLN code☆18Updated last year
- ☆31Updated 2 months ago
- The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.☆26Updated 5 years ago
- code for DFAWnet☆37Updated 2 years ago
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆51Updated 3 years ago
- Source codes for the paper "Fast Sparsity-Assisted Signal Decomposition with Non-Convex Enhancement for Bearing Fault Diagnosis"☆44Updated 4 years ago