Chao He (@liguge)
github

liguge

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  • Stars
    star
    1,124
  • Global Rank 27,351 (Top 1.0 %)
  • Followers 710
  • Following 111
  • Registered over 8 years ago
  • Most used languages
    Python
         95.2 %
    MATLAB
         4.8 %
  • Location 🇨🇳 China
  • Country Total Rank 10,920
  • Country Ranking
    MATLAB
         464
    Python
         1,022

Top repositories

1

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）
266
star
2

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
Python
190
star
3

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
Python
133
star
4

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

Deep discriminative transfer learning network for cross-machine fault diagnosis
Python
78
star
5

EWSNet

Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of Rolling Bearings pytorch
Python
56
star
6

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
Python
52
star
7

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)
Python
30
star
8

MDPS_pytorch

A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)
Python
28
star
9

FWA-DBN-ELM-for-intelligent-fault-diagnosis

FWA-DBN-ELM fault diagnosis 故障诊断 烟花算法优化DBN-ELM的故障诊断
MATLAB
27
star
10

GTFENet_pytorch

GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis
Python
27
star
11

Capsule-network-for-fault-diagnosis

Capsule network for fault diagnosis （胶囊网络用于故障诊断）
Python
24
star
12

Maximum-mean-square-discrepancy

Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis
Python
23
star
13

MIXCNN_pytorch

A fault diagnosis method for rotating machinery based on CNN with mixed information
Python
21
star
14

xLSTM-for-intelligent-fault-diagnosis-of-rolling-bearings

xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings
Python
19
star
15

WIDAN

Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）
Python
14
star
16

liguge

10
star
17

AMSGradP-for-intelligent-fault-diagnosis

Imporved AdamP called AMSGradP is suitable for intelligent fault diagnosis (故障诊断)
Python
10
star
18

PyDSN

Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machine transfer fault diagnosis under speed fluctuations
Python
7
star
19

Variance-discrepancy-representation-pytorch

Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis
Python
6
star
20

IDSN_public

IDSN：一种用于高速列车牵引电机跨机诊断的单级可解释可微 STFT 域自适应网络 fault diagnosis
6
star
21

OpenSetMethodForFaultDetection

Python
4
star
22

PGCNN

Python
3
star
23

DS-DAN

Python
2
star
24

Dilated-Causal-Conv1d

Python
1
star