├── .gitignore ├── .gitmodules ├── README.md ├── experiments ├── __init__.py ├── cifar │ ├── Makefile │ ├── README.md │ ├── __init__.py │ ├── bak │ │ ├── cifar10-CD.ipynb │ │ ├── cifar10-PU.ipynb │ │ ├── cifar10-WU.ipynb │ │ ├── cifar10.ipynb │ │ └── cifar10.py │ ├── cifar110-EU.ipynb │ ├── cifar110-HB.ipynb │ ├── cifar110-PN.ipynb │ ├── cifar110-PU.ipynb │ ├── cifar110-WU.ipynb │ ├── cifar110.ipynb │ ├── csv_logger_cifar110_vgg8_eu_0.5.csv │ ├── csv_logger_cifar110_vgg8_eu_0.9.csv │ ├── csv_logger_cifar110_vgg8_wu_0.5.csv │ ├── evaluate.ipynb │ ├── logs │ │ ├── evaluation_cifar110_vgg8.csv │ │ ├── round1 │ │ │ ├── csv_logger_cifar110_vgg8.csv │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.0.csv │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.2.csv │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.5.csv │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.8.csv │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.9.csv │ │ │ ├── csv_logger_cifar110_vgg8_hb_0.0.csv │ │ │ ├── csv_logger_cifar110_vgg8_hb_0.2.csv │ │ │ ├── csv_logger_cifar110_vgg8_hb_0.5.csv │ │ │ ├── csv_logger_cifar110_vgg8_hb_0.8.csv │ │ │ ├── csv_logger_cifar110_vgg8_hb_0.9.csv │ │ │ ├── csv_logger_cifar110_vgg8_pn_0.2.csv │ │ │ ├── csv_logger_cifar110_vgg8_pn_0.5.csv │ │ │ ├── csv_logger_cifar110_vgg8_pn_0.8.csv │ │ │ ├── csv_logger_cifar110_vgg8_pn_0.9.csv │ │ │ ├── csv_logger_cifar110_vgg8_pu_0.5.csv │ │ │ ├── csv_logger_cifar110_vgg8_wu_0.0.csv │ │ │ ├── csv_logger_cifar110_vgg8_wu_0.2.csv │ │ │ ├── csv_logger_cifar110_vgg8_wu_0.8.csv │ │ │ ├── csv_logger_cifar110_vgg8_wu_0.9.csv │ │ │ ├── prediction_cifar110_vgg8.csv │ │ │ ├── prediction_cifar110_vgg8_eu_0.0.csv │ │ │ ├── prediction_cifar110_vgg8_eu_0.2.csv │ │ │ ├── prediction_cifar110_vgg8_eu_0.5.csv │ │ │ ├── prediction_cifar110_vgg8_eu_0.8.csv │ │ │ ├── prediction_cifar110_vgg8_eu_0.9.csv │ │ │ ├── prediction_cifar110_vgg8_hb_0.0.csv │ │ │ ├── prediction_cifar110_vgg8_hb_0.2.csv │ │ │ ├── prediction_cifar110_vgg8_hb_0.5.csv │ │ │ ├── prediction_cifar110_vgg8_hb_0.8.csv │ │ │ ├── prediction_cifar110_vgg8_hb_0.9.csv │ │ │ ├── prediction_cifar110_vgg8_pn_0.2.csv │ │ │ ├── prediction_cifar110_vgg8_pn_0.5.csv │ │ │ ├── prediction_cifar110_vgg8_pn_0.8.csv │ │ │ ├── prediction_cifar110_vgg8_pn_0.9.csv │ │ │ ├── prediction_cifar110_vgg8_pu_0.5.csv │ │ │ ├── prediction_cifar110_vgg8_wu_0.0.csv │ │ │ ├── prediction_cifar110_vgg8_wu_0.2.csv │ │ │ ├── prediction_cifar110_vgg8_wu_0.5.csv │ │ │ ├── prediction_cifar110_vgg8_wu_0.5.csv.bak │ │ │ ├── prediction_cifar110_vgg8_wu_0.8.csv │ │ │ └── prediction_cifar110_vgg8_wu_0.9.csv │ │ ├── round2 │ │ │ ├── csv_logger_cifar110_vgg8.csv │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.5.csv │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.8.csv │ │ │ ├── csv_logger_cifar110_vgg8_hb_0.5.csv │ │ │ ├── csv_logger_cifar110_vgg8_pu_0.5.csv │ │ │ ├── csv_logger_cifar110_vgg8_wu_0.5.csv │ │ │ ├── prediction_cifar110_vgg8.csv │ │ │ ├── prediction_cifar110_vgg8_eu_0.5.csv │ │ │ ├── prediction_cifar110_vgg8_eu_0.8.csv │ │ │ ├── prediction_cifar110_vgg8_hb_0.5.csv │ │ │ ├── prediction_cifar110_vgg8_hb_0.5.csv.bak │ │ │ ├── prediction_cifar110_vgg8_pu_0.5.csv │ │ │ └── prediction_cifar110_vgg8_wu_0.5.csv │ │ ├── round3 │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.5.csv │ │ │ ├── csv_logger_cifar110_vgg8_hb_0.5.csv │ │ │ ├── csv_logger_cifar110_vgg8_pu_0.5.csv │ │ │ ├── prediction_cifar110_vgg8_eu_0.5.csv │ │ │ ├── prediction_cifar110_vgg8_hb_0.5.csv │ │ │ ├── prediction_cifar110_vgg8_pu_0.5.csv │ │ │ └── prediction_cifar110_vgg8_wu_0.5.csv │ │ ├── round4 │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.5.csv │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.5.csv.bak │ │ │ ├── csv_logger_cifar110_vgg8_wu_0.5.csv │ │ │ ├── prediction_cifar110_vgg8_eu_0.5.csv │ │ │ └── prediction_cifar110_vgg8_wu_0.5.csv │ │ ├── round5 │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.5.csv │ │ │ └── prediction_cifar110_vgg8_eu_0.5.csv │ │ ├── round6 │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.5.csv │ │ │ └── prediction_cifar110_vgg8_eu_0.5.csv │ │ ├── round7 │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.5.csv │ │ │ └── prediction_cifar110_vgg8_eu_0.5.csv │ │ └── round8 │ │ │ ├── csv_logger_cifar110_vgg8_eu_0.5.csv │ │ │ └── prediction_cifar110_vgg8_eu_0.5.csv │ ├── models.py │ ├── prediction_cifar110_vgg8_eu_0.5.csv │ ├── prediction_cifar110_vgg8_eu_0.9.csv │ ├── requirements.txt │ ├── train.py │ └── wide_resnet.py ├── datasets2d │ ├── README.md │ ├── __init__.py │ ├── linear │ │ ├── __init__.py │ │ ├── blobs.ipynb │ │ ├── losses.eps │ │ ├── losses.ipynb │ │ ├── multiple_blobs.ipynb │ │ ├── pu_learning.py │ │ ├── softmax_regression.py │ │ └── utils.py │ └── nonlinear │ │ ├── __init__.py │ │ ├── circles.ipynb │ │ ├── classification.ipynb │ │ ├── losses.eps │ │ ├── losses.ipynb │ │ ├── moons.ipynb │ │ ├── multiclass_circles.ipynb │ │ ├── multilayer_perceptron.py │ │ ├── pu_learning.py │ │ ├── pulearn_circles.csv │ │ ├── pulearn_classification.csv │ │ ├── pulearn_moons.csv │ │ ├── tmp.txt │ │ ├── train_circles.py │ │ ├── train_classification.py │ │ ├── train_moons.py │ │ ├── utils.py │ │ ├── weighted_unlabelled_moons.csv │ │ └── weighted_unlabelled_moons.csv.bak └── pascal_voc │ ├── densenet_fcn.ipynb │ ├── init_args.yml │ ├── output │ └── tmp_fcn_densenet.csv │ ├── score.py │ ├── surgery.py │ ├── voc_generator.py │ └── voc_layers.py ├── pulearn ├── __init__.py ├── bin │ ├── activate │ ├── conda │ └── deactivate ├── losses │ ├── __init__.py │ ├── caffe_losses.py │ ├── keras_losses.py │ └── tensorflow_losses.py ├── multilayer_perceptron.py ├── multilayer_perceptron_pu.py ├── softmax_regression.py ├── softmax_regression_pu.py └── utils.py ├── requirements.txt ├── runtime.txt ├── setup.cfg ├── setup.py └── tests ├── __init__.py └── pulearn ├── __init__.py ├── losses ├── test_caffe_losses.py ├── test_keras_losses.py └── test_tensorflow_losses.py ├── test_multilayer_perceptron.py ├── test_multilayer_perceptron_pu.py ├── test_softmax_regression.py └── test_softmax_regression_pu.py /.gitignore: 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