jianzhuwang / dec-pytorch
☆15Updated 6 years ago
Alternatives and similar repositories for dec-pytorch:
Users that are interested in dec-pytorch are comparing it to the libraries listed below
- using WGAN to generate fault bearing vibration signals☆50Updated 6 years ago
- ☆33Updated 4 years ago
- AutoEncoder implements by keras. Including AE, DAE, DAE_CNN, VAE, VAE_CNN, CVAE, Sparse AE, Stacked DAE.☆40Updated 4 years ago
- ☆9Updated 6 years ago
- Explanation of 1D CNN☆56Updated 6 years ago
- Pytorch implementation of stacked denoising autoencoder☆26Updated 5 years ago
- ☆23Updated 3 years ago
- Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection☆17Updated 4 years ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆24Updated 5 years ago
- The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.☆21Updated 4 years ago
- Multiclass bearing fault classification using features learned by a deep neural network.☆31Updated 2 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☆93Updated last year
- PyTorch-1D-ACGAN for data generation. It can also work as classfier☆21Updated 3 years ago
- Some algorithms of wavelet denoising based on PyWavelets.☆45Updated 5 years ago
- pytorch >>> 快速搭建自己的模型!☆123Updated 2 years ago
- TE data diagnosis using pytorch☆20Updated 5 years ago
- Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.☆76Updated 3 years ago
- A fast fault diagnosis method for rolling bearings, based on extreme learning machine (ELM) and logistic mapping.☆20Updated 2 years ago
- Remarkable performance of Deep Learning Models cann't be achieved without the massive data, this tool can help you to augment your time s…☆17Updated last month
- 利用深度学习自编码器进行故障诊断的程序☆10Updated 6 years ago
- Least Squares Support Tensor Machine in Python☆10Updated 4 years ago
- Experiments performed to analyse the CNN on the CWRU data set.☆14Updated 4 years ago
- try out bearing fault diagnosis with semi-supervised vae☆37Updated 7 years ago
- ☆92Updated 4 years ago
- Try to realize the algorithm "support tensor machine"☆13Updated 2 years ago
- domain adaption with LSGAN for bearing fault diagnosis☆71Updated 6 years ago
- New GAN models in dataset of CWRU☆38Updated 2 years ago
- TensorFlow implementation of a CNN based mechanical science paper☆44Updated 6 years ago
- imbalanced fault diagnosis☆14Updated 4 years ago
- for my thesis work☆16Updated 3 years ago