├── README.md ├── Sublayers.py ├── baselines └── ViT │ ├── ViT_LRP.py │ ├── ViT_explanation_generator.py │ ├── ViT_new.py │ ├── ViT_orig_LRP.py │ ├── __pycache__ │ └── ViT_explanation_generator.cpython-310.pyc │ ├── generate_visualizations.py │ ├── helpers.py │ ├── imagenet_seg_eval.py │ ├── layer_helpers.py │ ├── misc_functions.py │ ├── pertubation_eval_from_hdf5.py │ └── weight_init.py ├── data ├── rul │ ├── 18-capacity132.csv │ ├── 5-capacity168.csv │ ├── 6-capacity168.csv │ └── 7-capacity168.csv └── soh │ ├── vltm18.csv │ ├── vltm45.csv │ ├── vltm46.csv │ ├── vltm47.csv │ ├── vltm48.csv │ ├── vltm5.csv │ ├── vltm53.csv │ ├── vltm54.csv │ ├── vltm55.csv │ ├── vltm56.csv │ ├── vltm6.csv │ └── vltm7.csv ├── model ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-36.pyc │ └── __init__.cpython-38.pyc ├── analysis │ ├── Attention.md │ ├── 注意力机制.md │ └── 重参数机制.md ├── attention │ ├── A2Atttention.py │ ├── ACmixAttention.py │ ├── AFT.py │ ├── Axial_attention.py │ ├── BAM.py │ ├── CBAM.py │ ├── CoAtNet.py │ ├── CoTAttention.py │ ├── CoordAttention.py │ ├── CrissCrossAttention.py │ ├── Crossformer.py │ ├── DANet.py │ ├── DAT.py │ ├── ECAAttention.py │ ├── EMSA.py │ ├── ExternalAttention.py │ ├── HaloAttention.py │ ├── MOATransformer.py │ ├── MUSEAttention.py │ ├── MobileViTAttention.py │ ├── MobileViTv2Attention.py │ ├── OutlookAttention.py │ ├── PSA.py │ ├── ParNetAttention.py │ ├── PolarizedSelfAttention.py │ ├── ResidualAttention.py │ ├── S2Attention.py │ ├── SEAttention.py │ ├── SGE.py │ ├── SKAttention.py │ ├── SelfAttention.py │ ├── ShuffleAttention.py │ ├── SimAM.py │ ├── SimplifiedSelfAttention.py │ ├── TripletAttention.py │ ├── UFOAttention.py │ ├── ViP.py │ ├── __pycache__ │ │ ├── A2Atttention.cpython-38.pyc │ │ ├── AFT.cpython-38.pyc │ │ ├── BAM.cpython-38.pyc │ │ ├── CBAM.cpython-38.pyc │ │ ├── CoAtNet.cpython-38.pyc │ │ ├── CoTAttention.cpython-36.pyc │ │ ├── CoTAttention.cpython-38.pyc │ │ ├── DANet.cpython-38.pyc │ │ ├── DAT.cpython-310.pyc │ │ ├── ECAAttention.cpython-38.pyc │ │ ├── EMSA.cpython-38.pyc │ │ ├── ExternalAttention.cpython-38.pyc │ │ ├── HaloAttention.cpython-38.pyc │ │ ├── MUSEAttention.cpython-38.pyc │ │ ├── MobileViTAttention.cpython-36.pyc │ │ ├── MobileViTAttention.cpython-38.pyc │ │ ├── MobileViTv2Attention.cpython-36.pyc │ │ ├── OutlookAttention.cpython-38.pyc │ │ ├── PSA.cpython-38.pyc │ │ ├── ParNetAttention.cpython-36.pyc │ │ ├── PolarizedSelfAttention.cpython-38.pyc │ │ ├── ResidualAttention.cpython-36.pyc │ │ ├── S2Attention.cpython-36.pyc │ │ ├── SEAttention.cpython-38.pyc │ │ ├── SGE.cpython-38.pyc │ │ ├── SKAttention.cpython-38.pyc │ │ ├── SelfAttention.cpython-38.pyc │ │ ├── ShuffleAttention.cpython-38.pyc │ │ ├── SimplifiedSelfAttention.cpython-38.pyc │ │ ├── UFOAttention.cpython-36.pyc │ │ ├── ViP.cpython-38.pyc │ │ ├── __init__.cpython-38.pyc │ │ └── gfnet.cpython-36.pyc │ └── gfnet.py ├── backbone │ ├── CMT.py │ ├── CPVT.py │ ├── CaiT.py │ ├── CeiT.py │ ├── CoaT.py │ ├── ConTNet.py │ ├── ConViT.py │ ├── Container.py │ ├── ConvMixer.py │ ├── CrossViT.py │ ├── DViT.py │ ├── DeiT.py │ ├── EfficientFormer.py │ ├── HATNet.py │ ├── LeViT.py │ ├── MobileNetV3.py │ ├── MobileViT.py │ ├── PIT.py │ ├── PVT.py │ ├── PatchConvnet.py │ ├── ShuffleTransformer.py │ ├── TnT.py │ ├── VOLO.py │ ├── __pycache__ │ │ ├── ConvMixer.cpython-36.pyc │ │ ├── MobileViT.cpython-38.pyc │ │ ├── resnet.cpython-36.pyc │ │ └── resnext.cpython-36.pyc │ ├── convnextv2.py │ ├── resnet.py │ ├── resnext.py │ ├── swin_transformer.py │ ├── swin_transformer_v2.py │ └── swin_transformer_v2_cr.py ├── conv │ ├── CondConv.py │ ├── DepthwiseSeparableConvolution.py │ ├── DynamicConv.py │ ├── HorNet.py │ ├── Involution.py │ ├── MBConv.py │ └── __pycache__ │ │ ├── CondConv.cpython-36.pyc │ │ ├── DepthwiseSeparableConvolution.cpython-38.pyc │ │ ├── Involution.cpython-38.pyc │ │ ├── MBConv.cpython-38.pyc │ │ └── __init__.cpython-38.pyc ├── fighingcv.egg-info │ ├── PKG-INFO │ ├── SOURCES.txt │ ├── dependency_links.txt │ ├── entry_points.txt │ ├── requires.txt │ └── top_level.txt ├── huggingface_hub.egg-info │ ├── PKG-INFO │ ├── SOURCES.txt │ ├── dependency_links.txt │ ├── entry_points.txt │ ├── requires.txt │ └── top_level.txt ├── mlp │ ├── __pycache__ │ │ ├── g_mlp.cpython-38.pyc │ │ ├── mlp_mixer.cpython-38.pyc │ │ ├── repmlp.cpython-38.pyc │ │ ├── resmlp.cpython-38.pyc │ │ └── sMLP_block.cpython-36.pyc │ ├── g_mlp.py │ ├── mlp_mixer.py │ ├── repmlp.py │ ├── resmlp.py │ ├── sMLP_block.py │ └── vip-mlp.py └── rep │ ├── __pycache__ │ ├── acnet.cpython-38.pyc │ ├── ddb.cpython-38.pyc │ └── repvgg.cpython-38.pyc │ ├── acnet.py │ ├── ddb.py │ ├── mobileone.py │ └── repvgg.py ├── recurrent.py ├── result ├── NASA_B5_N1.png ├── NASA_B6_N1.png └── NASA_B7_N1.png └── soh_train.py /README.md: -------------------------------------------------------------------------------- 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