LixiangHan / GANs-for-1D-Signal
implementation of several GANs with pytorch
☆153Updated 2 years ago
Alternatives and similar repositories for GANs-for-1D-Signal:
Users that are interested in GANs-for-1D-Signal are comparing it to the libraries listed below
- Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.☆80Updated 3 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☆100Updated last year
- 用GAN生成一维数据☆123Updated 5 years ago
- 深度残差收缩网络处理一维时域信号☆37Updated last year
- New GAN models in dataset of CWRU☆39Updated 3 years ago
- This is the code for WaveletKernelNet.☆122Updated 5 months ago
- TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation☆78Updated 2 years ago
- 一维卷积神经网络☆39Updated 5 years ago
- PyTorch-1D-ACGAN for data generation. It can also work as classfier☆21Updated 3 years ago
- A transformer guided GAN to generate synthetic time-series data.☆32Updated 3 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆55Updated 2 years ago
- Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis(pytorch) 深度残差收缩网络应用于故障诊断☆220Updated 2 years ago
- To do a deep learning project on ecg. I use pytorch to reproduce the traditional CNN models include LeNet AlexNet ZFNet VGG GoogLeNet Res…☆87Updated 11 months ago
- Encoding time series as images using GAF operation by pyts.☆220Updated 2 years ago
- Convolutional Variational Autoencoder for classification and generation of time-series☆41Updated 5 years ago
- using WGAN to generate fault bearing vibration signals☆50Updated 6 years ago
- ☆88Updated 7 months ago
- ☆99Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆72Updated 10 months ago
- ☆54Updated last year
- Siamese network for bearing fault diagnosis☆85Updated 5 years ago
- Explanation of 1D CNN☆56Updated 6 years ago
- ☆10Updated 5 years ago
- A conditional Wasserstein Generative Adversarial Network with gradient penalty (cWGAN-GP) for stochastic generation of galaxy properties …☆16Updated 2 years ago
- WT-planetary-gearbox-datasets☆58Updated 10 months ago
- The intelligent fault diagnosis methods of HNU IDG☆67Updated 2 years ago
- ☆23Updated 4 years ago
- The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.☆21Updated 4 years ago
- Chiller Fault Diagnosis based on VAE Enabled Generative Adversarial Networks☆39Updated 4 years ago
- Multiclass classification of vibration signals of faulty bearings☆85Updated 5 years ago