├── LRPtools ├── lrp_modules.py ├── lrp_presets.py ├── lrp_wrapper.py └── utils.py ├── PSG.py ├── README.md ├── data ├── __pycache__ │ ├── additional_transforms.cpython-38.pyc │ ├── datamgr.cpython-38.pyc │ └── dataset.cpython-38.pyc ├── additional_transforms.py ├── datamgr.py └── dataset.py ├── filelists ├── CropDiseases │ └── write_CropDiseases_filelist.py ├── EuroSAT │ └── write_EuroSAT_filelist.py ├── ISIC │ └── write_ISIC_filelist.py ├── cars │ └── write_cars_filelist.py ├── chestX │ └── write_chestX_filelist.py ├── cub │ └── write_cub_filelist.py ├── miniImagenet │ └── write_miniImagenet_filelist.py ├── places │ └── write_places_filelist.py ├── plantae │ └── write_plantae_filelist.py └── process.py ├── finetune.py ├── finetune_ml.py ├── methods ├── GNNET.py ├── LFTNet.py ├── NewFTNet.py ├── backbone.py ├── gnn.py ├── gnnnet.py ├── matchingnet.py ├── meta_template.py ├── nonNet.py ├── old_backbone.py ├── pretrain_model.py ├── protonet.py ├── relationnet.py └── tpn.py ├── options.py ├── pretrain.py ├── test.py ├── train.py ├── train_ATA.py ├── train_Euclid.py ├── train_FT.py ├── train_MMD.py ├── train_ND.py ├── train_NND.py ├── train_NR.py ├── train_nonlin.py └── utils.py /LRPtools/lrp_modules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/LRPtools/lrp_modules.py -------------------------------------------------------------------------------- /LRPtools/lrp_presets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/LRPtools/lrp_presets.py -------------------------------------------------------------------------------- /LRPtools/lrp_wrapper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/LRPtools/lrp_wrapper.py -------------------------------------------------------------------------------- /LRPtools/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/LRPtools/utils.py -------------------------------------------------------------------------------- /PSG.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/PSG.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/README.md -------------------------------------------------------------------------------- /data/__pycache__/additional_transforms.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/data/__pycache__/additional_transforms.cpython-38.pyc -------------------------------------------------------------------------------- /data/__pycache__/datamgr.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/data/__pycache__/datamgr.cpython-38.pyc -------------------------------------------------------------------------------- /data/__pycache__/dataset.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/data/__pycache__/dataset.cpython-38.pyc -------------------------------------------------------------------------------- /data/additional_transforms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/data/additional_transforms.py -------------------------------------------------------------------------------- /data/datamgr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/data/datamgr.py -------------------------------------------------------------------------------- /data/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/data/dataset.py -------------------------------------------------------------------------------- /filelists/CropDiseases/write_CropDiseases_filelist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/filelists/CropDiseases/write_CropDiseases_filelist.py -------------------------------------------------------------------------------- /filelists/EuroSAT/write_EuroSAT_filelist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/filelists/EuroSAT/write_EuroSAT_filelist.py -------------------------------------------------------------------------------- /filelists/ISIC/write_ISIC_filelist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/filelists/ISIC/write_ISIC_filelist.py -------------------------------------------------------------------------------- /filelists/cars/write_cars_filelist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/filelists/cars/write_cars_filelist.py -------------------------------------------------------------------------------- /filelists/chestX/write_chestX_filelist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/filelists/chestX/write_chestX_filelist.py -------------------------------------------------------------------------------- /filelists/cub/write_cub_filelist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/filelists/cub/write_cub_filelist.py -------------------------------------------------------------------------------- /filelists/miniImagenet/write_miniImagenet_filelist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/filelists/miniImagenet/write_miniImagenet_filelist.py -------------------------------------------------------------------------------- /filelists/places/write_places_filelist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/filelists/places/write_places_filelist.py -------------------------------------------------------------------------------- /filelists/plantae/write_plantae_filelist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/filelists/plantae/write_plantae_filelist.py -------------------------------------------------------------------------------- /filelists/process.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/filelists/process.py -------------------------------------------------------------------------------- /finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/finetune.py -------------------------------------------------------------------------------- /finetune_ml.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/finetune_ml.py -------------------------------------------------------------------------------- /methods/GNNET.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/GNNET.py -------------------------------------------------------------------------------- /methods/LFTNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/LFTNet.py -------------------------------------------------------------------------------- /methods/NewFTNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/NewFTNet.py -------------------------------------------------------------------------------- /methods/backbone.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/backbone.py -------------------------------------------------------------------------------- /methods/gnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/gnn.py -------------------------------------------------------------------------------- /methods/gnnnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/gnnnet.py -------------------------------------------------------------------------------- /methods/matchingnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/matchingnet.py -------------------------------------------------------------------------------- /methods/meta_template.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/meta_template.py -------------------------------------------------------------------------------- /methods/nonNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/nonNet.py -------------------------------------------------------------------------------- /methods/old_backbone.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/old_backbone.py -------------------------------------------------------------------------------- /methods/pretrain_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/pretrain_model.py -------------------------------------------------------------------------------- /methods/protonet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/protonet.py -------------------------------------------------------------------------------- /methods/relationnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/relationnet.py -------------------------------------------------------------------------------- /methods/tpn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/methods/tpn.py -------------------------------------------------------------------------------- /options.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/options.py -------------------------------------------------------------------------------- /pretrain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/pretrain.py -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/test.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/train.py -------------------------------------------------------------------------------- /train_ATA.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/train_ATA.py -------------------------------------------------------------------------------- /train_Euclid.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/train_Euclid.py -------------------------------------------------------------------------------- /train_FT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/train_FT.py -------------------------------------------------------------------------------- /train_MMD.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/train_MMD.py -------------------------------------------------------------------------------- /train_ND.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/train_ND.py -------------------------------------------------------------------------------- /train_NND.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/train_NND.py -------------------------------------------------------------------------------- /train_NR.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/train_NR.py -------------------------------------------------------------------------------- /train_nonlin.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/train_nonlin.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youthhoo/AFA_For_Few_shot_learning/HEAD/utils.py --------------------------------------------------------------------------------