├── .github └── workflows │ └── pylint.yml ├── LICENSE ├── README.md ├── config.py ├── data └── fashionNet │ ├── Meta │ ├── meta_test.csv │ └── meta_train.csv │ └── README.md ├── experiments ├── __init__.py ├── __pycache__ │ └── proto_nets.cpython-35.pyc ├── few_shot_sets.txt ├── maml.py ├── output_few_shot.txt ├── proto_nets.py └── run.sh ├── few_shot ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-35.pyc │ ├── callbacks.cpython-35.pyc │ ├── core.cpython-35.pyc │ ├── datasets.cpython-35.pyc │ ├── eval.cpython-35.pyc │ ├── metrics.cpython-35.pyc │ ├── models.cpython-35.pyc │ ├── proto.cpython-35.pyc │ ├── train.cpython-35.pyc │ └── utils.cpython-35.pyc ├── callbacks.py ├── core.py ├── datasets.py ├── eval.py ├── maml.py ├── metrics.py ├── models.py ├── proto.py ├── train.py └── utils.py ├── images ├── FSL_methods.jpg ├── maml_diagram.png ├── multimodal.png └── proto_nets_diagram.png ├── logs ├── maml │ ├── fashionNet_order=1_n=1_k=2_metabatch=4_train_steps=5_val_steps=10.csv │ ├── fashionNet_order=1_n=3_k=5_metabatch=4_train_steps=5_val_steps=10.csv │ └── fashionNet_order=1_n=5_k=5_metabatch=4_train_steps=5_val_steps=10.csv └── proto_nets │ ├── fashionNet_nt=1_kt=10_qt=1_nv=1_kv=1_qv=5.csv │ ├── fashionNet_nt=1_kt=1_qt=1_nv=1_kv=1_qv=1.csv │ ├── fashionNet_nt=1_kt=2_qt=2_nv=2_kv=1_qv=5.csv │ ├── fashionNet_nt=1_kt=4_qt=3_nv=3_kv=1_qv=5.csv │ ├── fashionNet_nt=1_kt=6_qt=2_nv=2_kv=1_qv=5.csv │ ├── fashionNet_nt=2_kt=5_qt=2_nv=2_kv=1_qv=5.csv │ └── fashionNet_nt=2_kt=5_qt=2_nv=2_kv=5_qv=1.csv ├── requirements.txt └── script ├── __init__.py ├── __pycache__ └── config.cpython-35.pyc └── prepare_fashionNet.py /.github/workflows/pylint.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Shandilya21/Few-Shot/HEAD/.github/workflows/pylint.yml -------------------------------------------------------------------------------- /LICENSE: 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