liguge Repositories

liguge/1D-Grad-CAM-for-interpretable-intelligent-fault-diagnosisPython

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

Last commit May 16, 2023

(118 stars) (16 forks) (0 indexed issues) (0 open good first issues)

liguge/A-Domain-Adaption-Transfer-Learning-Bearing-Fault-Diagnosis-Model-Based-on-Wide-Convolution-Deep-NeuPython

Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide First-layer Kernel is used to extract features to classify the health conditions.

Last commit Feb 11, 2022

(7 stars) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/AAU_Net_ImprovedJupyter Notebook

The improved code of AAU-Net

Last commit Apr 13, 2023

(2 stars) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/ADV-IFDPython

Adv-IFD: Adversarial Attack Datasets for An Intelligent Fault Diagnosis

Last commit May 22, 2022

(2 stars) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/AJDAJupyter Notebook

Asynchronous joint distribution alignment: a new domain confusion mechanism for fault transfer diagnosis

Last commit May 25, 2026

(12 stars) (1 fork) (0 indexed issues) (0 open good first issues)

liguge/AMSGradP-for-intelligent-fault-diagnosisPython

Imporved AdamP called AMSGradP is suitable for intelligent fault diagnosis (故障诊断)

Last commit Oct 21, 2022

(11 stars) (4 forks) (0 indexed issues) (0 open good first issues)

liguge/AMrotorHTML

AMrotor - A MATLAB Toolbox for the Simulation of Rotating Machinery

Last commit Feb 25, 2022

(0 stars) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/Application-of-Causal-Attention-Learning-in-Industrial-Fault-DiagnosisPython

Last commit Jan 1, 2023

(2 stars) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/Awesome-gait-recognition

A collection of AWESOME things about Gait Recognition

Last commit Feb 5, 2024

(1 star) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/Awesome-large-language-model-for-Prognostics-and-health-management

用于预测性维护与健康管理的大型语言模型（故障诊断大模型；剩余使用寿命预测大模型）

Last commit Jun 7, 2026

(122 stars) (6 forks) (0 indexed issues) (0 open good first issues)

liguge/Awesome-multi-modal-datasets-for-fault-diagnosis

Multi-modal datasets for fault diagnosis（多模态故障诊断数据集）

Last commit May 25, 2026

(17 stars) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/BJTU-Thesis-LatexTeX

Last commit Apr 19, 2024

(0 stars) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/BearLLMPython

AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation

Last commit Dec 12, 2024

(7 stars) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/Bearing-fault-Diagnosis-based-on-deep-learningPython

基于深度学习的机械设备故障诊断方法研究

Last commit May 7, 2023

(6 stars) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/BearingFaultDiagnosticsPython

Last commit Aug 20, 2022

(0 stars) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/CA-SupConPython

Last commit Jul 19, 2022

(0 stars) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/CBL-Hiring-AssignmentJupyter Notebook

Last commit Apr 25, 2022

(0 stars) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/CLUDAPython

Contrastive Learning for Domain Adaptation of Time Series

Last commit Dec 22, 2022

(1 star) (0 forks) (0 indexed issues) (0 open good first issues)

liguge/Capsule-network-for-fault-diagnosisPython

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

Last commit May 16, 2023

(34 stars) (7 forks) (0 indexed issues) (0 open good first issues)

liguge/CoTMixPython

CoTMix: Contrastive Domain Adaptation for Time-Series via Temporal Mixup

Last commit Dec 6, 2022

(1 star) (0 forks) (0 indexed issues) (0 open good first issues)

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