├── CWRU ├── 0.007-Ball.mat ├── 0.007-InnerRace.mat ├── 0.007-OuterRace6.mat ├── 0.014-Ball.mat ├── 0.014-InnerRace.mat ├── 0.014-OuterRace6.mat ├── 0.021-Ball.mat ├── 0.021-InnerRace.mat ├── 0.021-OuterRace6.mat └── Normal.mat ├── batch_loader.py ├── custom_tools.py ├── dataset ├── dataset.zip ├── main.py ├── model ├── BiGruModel.py ├── Fusion.py ├── FusionModel.py ├── ResNetModel.py └── __pycache__ │ ├── BiGruModel.cpython-39.pyc │ ├── Fusion.cpython-39.pyc │ ├── FusionModel.cpython-39.pyc │ └── ResNetModel.cpython-39.pyc ├── result ├── BiGru-text.txt ├── BiGru.pt ├── Confusion-Matrix-BiGru.png ├── Confusion-Matrix-Fusion.png ├── Confusion-Matrix-FusionFeature.png ├── Confusion-Matrix-FusionPca.png ├── Confusion-Matrix-FusionPcaAddFeature.png ├── Confusion-Matrix-ResNet.png ├── Fusion-text.txt ├── Fusion.pt ├── FusionFeature-text.txt ├── FusionFeature.pt ├── FusionPca-text.txt ├── FusionPca.pt ├── FusionPcaAddFeature-text.txt ├── FusionPcaAddFeature.pt ├── ResNet-text.txt ├── ResNet.pt ├── train-loss-and-acc-BiGru.png ├── train-loss-and-acc-Fusion.png ├── train-loss-and-acc-FusionFeature.png ├── train-loss-and-acc-FusionPca.png ├── train-loss-and-acc-FusionPcaAddFeature.png └── train-loss-and-acc-ResNet.png.png └── trainer.py /CWRU/0.007-Ball.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danny95928/pca-ResNet-fault-diagnosis/HEAD/CWRU/0.007-Ball.mat -------------------------------------------------------------------------------- /CWRU/0.007-InnerRace.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danny95928/pca-ResNet-fault-diagnosis/HEAD/CWRU/0.007-InnerRace.mat -------------------------------------------------------------------------------- /CWRU/0.007-OuterRace6.mat: -------------------------------------------------------------------------------- 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