Path	Lines of Code
Dassl.pytorch/configs/datasets/da/cifar_stl.yaml	6
Dassl.pytorch/configs/datasets/da/digit5.yaml	10
Dassl.pytorch/configs/datasets/da/domainnet.yaml	8
Dassl.pytorch/configs/datasets/da/mini_domainnet.yaml	8
Dassl.pytorch/configs/datasets/da/office31.yaml	12
Dassl.pytorch/configs/datasets/da/office_home.yaml	4
Dassl.pytorch/configs/datasets/da/visda17.yaml	10
Dassl.pytorch/configs/datasets/dg/camelyon17.yaml	5
Dassl.pytorch/configs/datasets/dg/cifar100_c.yaml	12
Dassl.pytorch/configs/datasets/dg/cifar10_c.yaml	12
Dassl.pytorch/configs/datasets/dg/digit_single.yaml	10
Dassl.pytorch/configs/datasets/dg/digits_dg.yaml	10
Dassl.pytorch/configs/datasets/dg/fmow.yaml	5
Dassl.pytorch/configs/datasets/dg/iwildcam.yaml	5
Dassl.pytorch/configs/datasets/dg/office_home_dg.yaml	9
Dassl.pytorch/configs/datasets/dg/pacs.yaml	9
Dassl.pytorch/configs/datasets/dg/vlcs.yaml	9
Dassl.pytorch/configs/datasets/ssl/cifar10.yaml	12
Dassl.pytorch/configs/datasets/ssl/cifar100.yaml	13
Dassl.pytorch/configs/datasets/ssl/stl10.yaml	12
Dassl.pytorch/configs/datasets/ssl/svhn.yaml	13
Dassl.pytorch/configs/trainers/da/cdac/digit5.yaml	18
Dassl.pytorch/configs/trainers/da/cdac/domainnet.yaml	18
Dassl.pytorch/configs/trainers/da/cdac/mini_domainnet.yaml	19
Dassl.pytorch/configs/trainers/da/dael/digit5.yaml	18
Dassl.pytorch/configs/trainers/da/dael/domainnet.yaml	17
Dassl.pytorch/configs/trainers/da/dael/mini_domainnet.yaml	17
Dassl.pytorch/configs/trainers/da/m3sda/digit5.yaml	15
Dassl.pytorch/configs/trainers/da/m3sda/domainnet.yaml	14
Dassl.pytorch/configs/trainers/da/m3sda/mini_domainnet.yaml	14
Dassl.pytorch/configs/trainers/da/source_only/digit5.yaml	11
Dassl.pytorch/configs/trainers/da/source_only/mini_domainnet.yaml	10
Dassl.pytorch/configs/trainers/da/source_only/office31.yaml	10
Dassl.pytorch/configs/trainers/da/source_only/visda17.yaml	13
Dassl.pytorch/configs/trainers/dg/daeldg/digits_dg.yaml	14
Dassl.pytorch/configs/trainers/dg/daeldg/office_home_dg.yaml	14
Dassl.pytorch/configs/trainers/dg/daeldg/pacs.yaml	14
Dassl.pytorch/configs/trainers/dg/ddaig/digits_dg.yaml	17
Dassl.pytorch/configs/trainers/dg/ddaig/office_home_dg.yaml	18
Dassl.pytorch/configs/trainers/dg/ddaig/pacs.yaml	18
Dassl.pytorch/configs/trainers/dg/vanilla/digits_dg.yaml	13
Dassl.pytorch/configs/trainers/dg/vanilla/mini_domainnet.yaml	10
Dassl.pytorch/configs/trainers/dg/vanilla/office_home_dg.yaml	10
Dassl.pytorch/configs/trainers/dg/vanilla/pacs.yaml	10
Dassl.pytorch/configs/trainers/ssl/fixmatch/cifar10.yaml	20
Dassl.pytorch/dassl/__init__.py	3
Dassl.pytorch/dassl/config/__init__.py	9
Dassl.pytorch/dassl/config/defaults.py	183
Dassl.pytorch/dassl/data/__init__.py	1
Dassl.pytorch/dassl/data/data_manager.py	206
Dassl.pytorch/dassl/data/datasets/__init__.py	5
Dassl.pytorch/dassl/data/datasets/base_dataset.py	145
Dassl.pytorch/dassl/data/datasets/build.py	8
Dassl.pytorch/dassl/data/datasets/da/__init__.py	7
Dassl.pytorch/dassl/data/datasets/da/cifarstl.py	32
Dassl.pytorch/dassl/data/datasets/da/digit5.py	71
Dassl.pytorch/dassl/data/datasets/da/domainnet.py	42
Dassl.pytorch/dassl/data/datasets/da/mini_domainnet.py	39
Dassl.pytorch/dassl/data/datasets/da/office31.py	37
Dassl.pytorch/dassl/data/datasets/da/office_home.py	37
Dassl.pytorch/dassl/data/datasets/da/visda17.py	38
Dassl.pytorch/dassl/data/datasets/dg/__init__.py	7
Dassl.pytorch/dassl/data/datasets/dg/cifar_c.py	76
Dassl.pytorch/dassl/data/datasets/dg/digit_single.py	64
Dassl.pytorch/dassl/data/datasets/dg/digits_dg.py	60
Dassl.pytorch/dassl/data/datasets/dg/office_home_dg.py	28
Dassl.pytorch/dassl/data/datasets/dg/pacs.py	64
Dassl.pytorch/dassl/data/datasets/dg/vlcs.py	36
Dassl.pytorch/dassl/data/datasets/dg/wilds/__init__.py	3
Dassl.pytorch/dassl/data/datasets/dg/wilds/camelyon17.py	9
Dassl.pytorch/dassl/data/datasets/dg/wilds/fmow.py	37
Dassl.pytorch/dassl/data/datasets/dg/wilds/iwildcam.py	16
Dassl.pytorch/dassl/data/datasets/dg/wilds/wilds_base.py	85
Dassl.pytorch/dassl/data/datasets/ssl/__init__.py	3
Dassl.pytorch/dassl/data/datasets/ssl/cifar.py	65
Dassl.pytorch/dassl/data/datasets/ssl/stl10.py	56
Dassl.pytorch/dassl/data/datasets/ssl/svhn.py	7
Dassl.pytorch/dassl/data/samplers.py	130
Dassl.pytorch/dassl/data/transforms/__init__.py	1
Dassl.pytorch/dassl/data/transforms/autoaugment.py	211
Dassl.pytorch/dassl/data/transforms/randaugment.py	234
Dassl.pytorch/dassl/data/transforms/transforms.py	239
Dassl.pytorch/dassl/engine/__init__.py	5
Dassl.pytorch/dassl/engine/build.py	8
Dassl.pytorch/dassl/engine/da/__init__.py	10
Dassl.pytorch/dassl/engine/da/adabn.py	24
Dassl.pytorch/dassl/engine/da/adda.py	63
Dassl.pytorch/dassl/engine/da/cdac.py	202
Dassl.pytorch/dassl/engine/da/dael.py	167
Dassl.pytorch/dassl/engine/da/dann.py	59
Dassl.pytorch/dassl/engine/da/m3sda.py	149
Dassl.pytorch/dassl/engine/da/mcd.py	79
Dassl.pytorch/dassl/engine/da/mme.py	63
Dassl.pytorch/dassl/engine/da/se.py	56
Dassl.pytorch/dassl/engine/da/source_only.py	23
Dassl.pytorch/dassl/engine/dg/__init__.py	5
Dassl.pytorch/dassl/engine/dg/crossgrad.py	57
Dassl.pytorch/dassl/engine/dg/daeldg.py	130
Dassl.pytorch/dassl/engine/dg/ddaig.py	74
Dassl.pytorch/dassl/engine/dg/domain_mix.py	62
Dassl.pytorch/dassl/engine/dg/vanilla.py	23
Dassl.pytorch/dassl/engine/ssl/__init__.py	5
Dassl.pytorch/dassl/engine/ssl/entmin.py	25
Dassl.pytorch/dassl/engine/ssl/fixmatch.py	83
Dassl.pytorch/dassl/engine/ssl/mean_teacher.py	37
Dassl.pytorch/dassl/engine/ssl/mixmatch.py	70
Dassl.pytorch/dassl/engine/ssl/sup_baseline.py	23
Dassl.pytorch/dassl/engine/trainer.py	463
Dassl.pytorch/dassl/evaluation/__init__.py	2
Dassl.pytorch/dassl/evaluation/build.py	8
Dassl.pytorch/dassl/evaluation/evaluator.py	97
Dassl.pytorch/dassl/metrics/__init__.py	4
Dassl.pytorch/dassl/metrics/accuracy.py	14
Dassl.pytorch/dassl/metrics/distance.py	34
Dassl.pytorch/dassl/modeling/__init__.py	3
Dassl.pytorch/dassl/modeling/backbone/__init__.py	22
Dassl.pytorch/dassl/modeling/backbone/alexnet.py	50
Dassl.pytorch/dassl/modeling/backbone/backbone.py	11
Dassl.pytorch/dassl/modeling/backbone/build.py	8
Dassl.pytorch/dassl/modeling/backbone/cnn_digit5_m3sda.py	38
Dassl.pytorch/dassl/modeling/backbone/cnn_digitsdg.py	41
Dassl.pytorch/dassl/modeling/backbone/cnn_digitsingle.py	37
Dassl.pytorch/dassl/modeling/backbone/efficientnet/__init__.py	9
Dassl.pytorch/dassl/modeling/backbone/efficientnet/model.py	256
Dassl.pytorch/dassl/modeling/backbone/efficientnet/utils.py	350
Dassl.pytorch/dassl/modeling/backbone/preact_resnet18.py	106
Dassl.pytorch/dassl/modeling/backbone/resnet.py	420
Dassl.pytorch/dassl/modeling/backbone/resnet_dynamic.py	589
Dassl.pytorch/dassl/modeling/backbone/vgg.py	128
Dassl.pytorch/dassl/modeling/backbone/wide_resnet.py	122
Dassl.pytorch/dassl/modeling/head/__init__.py	2
Dassl.pytorch/dassl/modeling/head/build.py	8
Dassl.pytorch/dassl/modeling/head/mlp.py	38
Dassl.pytorch/dassl/modeling/network/__init__.py	4
Dassl.pytorch/dassl/modeling/network/build.py	8
Dassl.pytorch/dassl/modeling/network/ddaig_fcn.py	269
Dassl.pytorch/dassl/modeling/ops/__init__.py	18
Dassl.pytorch/dassl/modeling/ops/attention.py	24
Dassl.pytorch/dassl/modeling/ops/conv.py	78
Dassl.pytorch/dassl/modeling/ops/cross_entropy.py	18
Dassl.pytorch/dassl/modeling/ops/dsbn.py	25
Dassl.pytorch/dassl/modeling/ops/efdmix.py	75
Dassl.pytorch/dassl/modeling/ops/mixstyle.py	78
Dassl.pytorch/dassl/modeling/ops/mixup.py	10
Dassl.pytorch/dassl/modeling/ops/mmd.py	71
Dassl.pytorch/dassl/modeling/ops/optimal_transport.py	121
Dassl.pytorch/dassl/modeling/ops/reverse_grad.py	19
Dassl.pytorch/dassl/modeling/ops/sequential2.py	9
Dassl.pytorch/dassl/modeling/ops/transnorm.py	100
Dassl.pytorch/dassl/modeling/ops/utils.py	28
Dassl.pytorch/dassl/optim/__init__.py	2
Dassl.pytorch/dassl/optim/lr_scheduler.py	114
Dassl.pytorch/dassl/optim/optimizer.py	112
Dassl.pytorch/dassl/optim/radam.py	260
Dassl.pytorch/dassl/utils/__init__.py	5
Dassl.pytorch/dassl/utils/logger.py	42
Dassl.pytorch/dassl/utils/meters.py	42
Dassl.pytorch/dassl/utils/registry.py	30
Dassl.pytorch/dassl/utils/tools.py	105
Dassl.pytorch/dassl/utils/torchtools.py	201
Dassl.pytorch/datasets/da/cifar_stl.py	80
Dassl.pytorch/datasets/da/digit5.py	90
Dassl.pytorch/datasets/dg/cifar_c.py	49
Dassl.pytorch/datasets/ssl/cifar10_cifar100_svhn.py	38
Dassl.pytorch/datasets/ssl/stl10.py	31
Dassl.pytorch/setup.py	38
Dassl.pytorch/tools/parse_test_res.py	101
Dassl.pytorch/tools/replace_text.py	51
Dassl.pytorch/tools/train.py	144
clip/__init__.py	1
clip/clip.py	135
clip/model.py	325
clip/simple_tokenizer.py	101
configs/datasets/caltech101.yaml	2
configs/datasets/cifar10.yaml	2
configs/datasets/cifar100.yaml	2
configs/datasets/dtd.yaml	2
configs/datasets/eurosat.yaml	2
configs/datasets/fgvc_aircraft.yaml	2
configs/datasets/food101.yaml	2
configs/datasets/imagenet.yaml	2
configs/datasets/imagenet100_mcm.yaml	2
configs/datasets/imagenet100_new.yaml	2
configs/datasets/imagenet200_union.yaml	2
configs/datasets/imagenet_a.yaml	2
configs/datasets/imagenet_r.yaml	2
configs/datasets/imagenet_sketch.yaml	2
configs/datasets/imagenetv2.yaml	2
configs/datasets/oxford_flowers.yaml	2
configs/datasets/oxford_pets.yaml	2
configs/datasets/stanford_cars.yaml	2
configs/datasets/sun397.yaml	2
configs/datasets/ucf101.yaml	2
configs/trainers/CATEX/rn50_ep50.yaml	25
configs/trainers/CATEX/vit_b16_ep50.yaml	25
configs/trainers/CATEX/vit_l14_ep50.yaml	25
data/imagenet21k/download.py	26
datasets/__init__.py	1
datasets/caltech101.py	47
datasets/cifar_.py	70
datasets/dtd.py	70
datasets/eurosat.py	60
datasets/fgvc_aircraft.py	56
datasets/food101.py	40
datasets/imagenet.py	126
datasets/imagenet_a.py	40
datasets/imagenet_r.py	29
datasets/imagenet_sketch.py	28
datasets/imagenetv2.py	31
datasets/oxford_flowers.py	73
datasets/oxford_pets.py	148
datasets/stanford_cars.py	61
datasets/sun397.py	64
datasets/ucf101.py	66
ood/datasets.py	145
ood/losses.py	11
ood/metrics.py	109
ood/posthoc.py	36
synthesis/KNN.py	139
synthesis/feature_sample.py	92
train.py	161
trainers/__init__.py	1
trainers/catex.py	834
trainers/imagenet_templates.py	91