liguge

1D-Grad-CAM-for-interpretable-intelligent-fault-diagnosis

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

Deep-discriminative-transfer-learning-network-for-cross-machine-fault-diagnosis

Deep discriminative transfer learning network for cross-machine fault diagnosis

Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-

Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis（pytorch） 深度残差收缩网络应用于故障诊断

DLWCB

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)

EWSNet

Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of Rolling Bearings pytorch

Fault-diagnosis-for-small-samples-based-on-attention-mechanism

基于注意力机制的少量样本故障诊断 pytorch

Journals-of-Prognostics-and-Health-Management

智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）

MDPS_pytorch

A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)

PyDSN

Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machine transfer fault diagnosis under speed fluctuations

WIDAN

Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）

liguge/convlstmgru

Pytorch implementations of ConvLSTM and ConvGRU modules with examples

liguge/ConvLSTM-Pytorch

Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Learning Approach for Precipitation Nowcasting

liguge/CrossDomainFaultDiagnosis

Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Transport

liguge/DAGCN

This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions.

liguge/PyTorch_Tutorial

《Pytorch模型训练实用教程》中配套代码

liguge/adlist

liguge/Attention-calibration-NMT

liguge/Code

liguge/DG_via_ER

Domain Generalization via Entropy Regularization, NeurIPS'20

liguge/dwt-domain-adaptation

Code for paper "Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss" (CVPR 2019)

liguge/FRAN

This repo provides source code for cross-domain machine fault diagnosis using an unsupervised domain adaptation approach (Feature Representation Alignment Networks).

liguge/GraphRBM

Graph regularized Restricted Boltzmann Machine, IEEE TNNLS'2018

liguge/Hands-On-One-shot-Learning-with-Python

Hands-On One-shot Learning with Python, published by Packt

liguge/MLNT

Meta-Learning based Noise-Tolerant Training

liguge/MultiClassDA

TPAMI2020 "Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice"

liguge/NLP-Conferences-Code

NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)

liguge/pCDBN

Private Convolutional Deep Belief Network w/Pytorch

liguge/PCS-FUDA

Official implementation of PCS in essay "Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation"

liguge/PhyloReg

Phylogenetic Manifold Regularization: A semi-supervised approach to predict transcription factor binding sites

liguge/pikachusocute-DCLIP-RobustDA

liguge/Pysembles

liguge/pytorch-deepglr

A pytorch implementation of Deep Graph Laplacian Regularization for image denoising

liguge/pywt

PyWavelets - Wavelet Transforms in Python

liguge/ReLTanh

liguge/SAE

code for Sinkhorn Autoencoder

liguge/SincNet

SincNet is a neural architecture for efficiently processing raw audio samples.

liguge/TCN

Sequence modeling benchmarks and temporal convolutional networks

liguge/Transfer_Learning_Bearing_Fault

liguge/WaveletFCNN

Source code and dataset for the paper ""

liguge/WaveletKernelNet

This is the code for WaveletKernelNet.