├── .gitignore ├── AUTHORS ├── CONTRIBUTING.md ├── Intro_to_Metadataset.ipynb ├── LICENSE ├── Leaderboard.ipynb ├── MANIFEST.in ├── README.md ├── VTAB-plus-MD.md ├── doc ├── dataset_conversion.md └── reproducing_best_results.md ├── meta_dataset ├── __init__.py ├── analysis │ ├── __init__.py │ ├── select_best_model.py │ └── transferability │ │ ├── __init__.py │ │ ├── criticality.py │ │ └── leep.py ├── analyze.py ├── data │ ├── __init__.py │ ├── config.py │ ├── dataset_spec.py │ ├── decoder.py │ ├── decoder_test.py │ ├── dump_and_read_episodes_test.py │ ├── dump_episodes.py │ ├── imagenet_specification.py │ ├── imagenet_specification_test.py │ ├── imagenet_stats.py │ ├── learning_spec.py │ ├── pipeline.py │ ├── pipeline_test.py │ ├── providers.py │ ├── read_episodes.py │ ├── reader.py │ ├── reader_test.py │ ├── sampling.py │ ├── sampling_test.py │ ├── sur_decoder.py │ ├── test_utils.py │ ├── tfds │ │ ├── README.md │ │ ├── __init__.py │ │ ├── api.py │ │ ├── constants.py │ │ ├── example_generators.py │ │ ├── md_tfds.py │ │ ├── meta_dataset_test.py │ │ └── test_utils.py │ └── utils.py ├── dataset_conversion │ ├── ImageNet_CUBirds_duplicates.txt │ ├── ImageNet_Caltech101_duplicates.txt │ ├── ImageNet_Caltech256_duplicates.txt │ ├── TrafficSign_labels.txt │ ├── VggFlower_labels.txt │ ├── __init__.py │ ├── check_dataset_consistency.py │ ├── convert_datasets_to_records.py │ ├── dataset_specs │ │ ├── aircraft_dataset_spec.json │ │ ├── cu_birds_dataset_spec.json │ │ ├── dtd_dataset_spec.json │ │ ├── fungi_dataset_spec.json │ │ ├── ilsvrc_2012_dataset_spec.json │ │ ├── ilsvrc_2012_num_leaf_images.json │ │ ├── ilsvrc_2012_v2_dataset_spec.json │ │ ├── ilsvrc_2012_v2_num_leaf_images.json │ │ ├── mscoco_dataset_spec.json │ │ ├── omniglot_dataset_spec.json │ │ ├── quickdraw_dataset_spec.json │ │ ├── traffic_sign_dataset_spec.json │ │ └── vgg_flower_dataset_spec.json │ ├── dataset_to_records.py │ └── splits │ │ ├── aircraft_splits.json │ │ ├── cu_birds_splits.json │ │ ├── dtd_splits.json │ │ ├── fungi_splits.json │ │ ├── mscoco_splits.json │ │ ├── quickdraw_splits.json │ │ ├── traffic_sign_splits.json │ │ └── vgg_flower_splits.json ├── distribute_utils.py ├── learn │ └── gin │ │ ├── best │ │ ├── baseline_all.gin │ │ ├── baseline_imagenet.gin │ │ ├── baselinefinetune_all.gin │ │ ├── baselinefinetune_cosine_mini_imagenet_fiveshot.gin │ │ ├── baselinefinetune_cosine_mini_imagenet_oneshot.gin │ │ ├── baselinefinetune_imagenet.gin │ │ ├── baselinefinetune_mini_imagenet_fiveshot.gin │ │ ├── baselinefinetune_mini_imagenet_oneshot.gin │ │ ├── flute.gin │ │ ├── flute_init_from_imagenet.gin │ │ ├── flute_init_from_scratch.gin │ │ ├── maml_all.gin │ │ ├── maml_all_from_scratch.gin │ │ ├── maml_imagenet.gin │ │ ├── maml_imagenet_from_scratch.gin │ │ ├── maml_init_with_proto_all.gin │ │ ├── maml_init_with_proto_all_from_scratch.gin │ │ ├── maml_init_with_proto_imagenet.gin │ │ ├── maml_init_with_proto_imagenet_from_scratch.gin │ │ ├── maml_init_with_proto_inference_all.gin │ │ ├── maml_init_with_proto_inference_imagenet.gin │ │ ├── matching_all.gin │ │ ├── matching_all_from_scratch.gin │ │ ├── matching_imagenet.gin │ │ ├── matching_imagenet_from_scratch.gin │ │ ├── matching_inference_all.gin │ │ ├── matching_inference_imagenet.gin │ │ ├── pretrain_imagenet_convnet.gin │ │ ├── pretrain_imagenet_resnet.gin │ │ ├── pretrain_imagenet_wide_resnet.gin │ │ ├── pretrained_convnet.gin │ │ ├── pretrained_resnet.gin │ │ ├── pretrained_wide_resnet.gin │ │ ├── prototypical_all.gin │ │ ├── prototypical_all_from_scratch.gin │ │ ├── prototypical_imagenet.gin │ │ ├── prototypical_imagenet_from_scratch.gin │ │ ├── prototypical_inference_all.gin │ │ ├── prototypical_inference_imagenet.gin │ │ ├── relationnet_all.gin │ │ ├── relationnet_all_from_scratch.gin │ │ ├── relationnet_imagenet.gin │ │ ├── relationnet_imagenet_from_scratch.gin │ │ └── relationnet_mini_imagenet_fiveshot.gin │ │ ├── default │ │ ├── baseline_all.gin │ │ ├── baseline_cosine_imagenet.gin │ │ ├── baseline_imagenet.gin │ │ ├── baseline_mini_imagenet_fiveshot.gin │ │ ├── baseline_mini_imagenet_oneshot.gin │ │ ├── baselinefinetune_all.gin │ │ ├── baselinefinetune_cosine_imagenet.gin │ │ ├── baselinefinetune_cosine_mini_imagenet_fiveshot.gin │ │ ├── baselinefinetune_cosine_mini_imagenet_oneshot.gin │ │ ├── baselinefinetune_imagenet.gin │ │ ├── baselinefinetune_mini_imagenet_fiveshot.gin │ │ ├── baselinefinetune_mini_imagenet_oneshot.gin │ │ ├── crosstransformer_imagenet.gin │ │ ├── crosstransformer_simclreps_imagenet.gin │ │ ├── debug_proto_fungi.gin │ │ ├── debug_proto_mini_imagenet.gin │ │ ├── flute.gin │ │ ├── flute_dataset_classifier.gin │ │ ├── maml_all.gin │ │ ├── maml_imagenet.gin │ │ ├── maml_init_with_proto_all.gin │ │ ├── maml_init_with_proto_imagenet.gin │ │ ├── maml_init_with_proto_inference_all.gin │ │ ├── maml_init_with_proto_inference_imagenet.gin │ │ ├── maml_init_with_proto_mini_imagenet_fiveshot.gin │ │ ├── maml_init_with_proto_mini_imagenet_oneshot.gin │ │ ├── maml_mini_imagenet_fiveshot.gin │ │ ├── maml_mini_imagenet_oneshot.gin │ │ ├── maml_protonet_all.gin │ │ ├── matching_all.gin │ │ ├── matching_imagenet.gin │ │ ├── matching_inference_all.gin │ │ ├── matching_inference_imagenet.gin │ │ ├── matching_mini_imagenet_fiveshot.gin │ │ ├── matching_mini_imagenet_oneshot.gin │ │ ├── pretrained_resnet34_224.gin │ │ ├── prototypical_all.gin │ │ ├── prototypical_imagenet.gin │ │ ├── prototypical_inference_all.gin │ │ ├── prototypical_inference_imagenet.gin │ │ ├── prototypical_mini_imagenet_fiveshot.gin │ │ ├── prototypical_mini_imagenet_oneshot.gin │ │ ├── relationnet_all.gin │ │ ├── relationnet_imagenet.gin │ │ ├── relationnet_mini_imagenet_fiveshot.gin │ │ ├── relationnet_mini_imagenet_oneshot.gin │ │ └── resnet34_stride16.gin │ │ ├── learners │ │ ├── baseline_config.gin │ │ ├── baseline_cosine_config.gin │ │ ├── baselinefinetune_config.gin │ │ ├── baselinefinetune_cosine_config.gin │ │ ├── crosstransformer_config.gin │ │ ├── learner_config.gin │ │ ├── maml_config.gin │ │ ├── maml_init_with_proto_config.gin │ │ ├── matching_config.gin │ │ ├── prototypical_config.gin │ │ └── relationnet_config.gin │ │ ├── metadataset_v2 │ │ ├── baseline_all.gin │ │ ├── baseline_imagenet.gin │ │ ├── baselinefinetune_all.gin │ │ ├── baselinefinetune_imagenet.gin │ │ ├── best │ │ │ ├── baseline_imagenet.gin │ │ │ ├── baselinefinetune_all.gin │ │ │ ├── baselinefinetune_imagenet.gin │ │ │ ├── maml_init_with_proto_all.gin │ │ │ ├── maml_init_with_proto_imagenet.gin │ │ │ ├── prototypical_all.gin │ │ │ └── prototypical_imagenet.gin │ │ ├── maml_init_with_proto_all.gin │ │ ├── maml_init_with_proto_imagenet.gin │ │ └── prototypical_all.gin │ │ └── setups │ │ ├── all.gin │ │ ├── all_datasets.gin │ │ ├── all_v2.gin │ │ ├── data_config.gin │ │ ├── data_config_common.gin │ │ ├── data_config_feature.gin │ │ ├── data_config_flute.gin │ │ ├── data_config_no_decoder.gin │ │ ├── data_config_string.gin │ │ ├── data_config_tfds.gin │ │ ├── fixed_way_and_shot.gin │ │ ├── imagenet.gin │ │ ├── imagenet_v2.gin │ │ ├── mini_imagenet.gin │ │ ├── sur_data_config.gin │ │ ├── trainer_config.gin │ │ ├── trainer_config_debug.gin │ │ ├── trainer_config_flute.gin │ │ └── variable_way_and_shot.gin ├── learners │ ├── __init__.py │ ├── base.py │ ├── base_test.py │ ├── baseline_learners.py │ ├── baseline_learners_test.py │ ├── experimental │ │ ├── __init__.py │ │ ├── base.py │ │ ├── metric_learners.py │ │ ├── metric_learners_test.py │ │ ├── optimization_learners.py │ │ └── optimization_learners_test.py │ ├── metric_learners.py │ ├── metric_learners_test.py │ ├── optimization_learners.py │ └── optimization_learners_test.py ├── models │ ├── __init__.py │ ├── experimental │ │ ├── __init__.py │ │ ├── parameter_adapter.py │ │ ├── reparameterizable_backbones.py │ │ ├── reparameterizable_backbones_test.py │ │ ├── reparameterizable_base.py │ │ ├── reparameterizable_base_test.py │ │ └── 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