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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）

learn2learn

A PyTorch Library for Meta-learning Research

limited-data-rolling-bearing-fault-diagnosis-with-few-shot-learning

This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning

lt_bearing_fault

Bearing fault diagnosis based on biphasic current

m3dm

machine-learning-projects

Machine Learning Experiments and Work

maml-for-mechanical-fault-diagnosis

Implementation of the mechanical fault diagnosis method using model agnostic meta-learning (MAML)

mbtcn

mcn-main

The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.

mdps

mem-skipae

memseg

Unofficial re-implementation of MemSeg for Anomaly Detection

meta_learning_fault_diagnosis

meta learning for fault diagnosis

metafd

The source codes of Meta-learning for few-shot cross-domain fault diagnosis.

mixed-segdec-net-comind2021

Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"

ml-cvnets

CVNets: A library for training computer vision networks

mldso

Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" which published in MST

mmsd

mrfn

MRFN: multi-scale representations fusion network

noisy_da

npnn

patchcore-inspection

phm08-challenge-data-set

Predicting the Remaining Useful Life of Turbofan Engine

phmgnnbenchmark

this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.

plug-and-play

深度学习中各种即插即用小模块

qcnn_for_bearing_diagnosis

quaternioncnn_pytorch

Implementation of pytorch version of Quaternion Convolutional Neural Networks and Deep Quaternion Networks

robustness-enhancement-of-machine-fault-diagnostic-models

rotating-machine-fault-data-set

Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)

scienceplots

Matplotlib styles for scientific plotting