├── .gitignore ├── .readthedocs.yml ├── CHANGE.md ├── LICENSE ├── README.md ├── docs ├── Makefile ├── conf.py ├── index.rst ├── learning │ ├── learning.rst │ ├── mismatch_farthest_learning.rst │ ├── semi_supervised_learning.rst │ ├── supervised_learning.rst │ └── unsupervised_learning.rst ├── make.bat ├── models │ ├── classification │ │ ├── classification.rst │ │ ├── sklearn_classification.rst │ │ └── xgboost_classification.rst │ ├── clustering │ │ ├── clustering.rst │ │ ├── sklearn_clustering.rst │ │ └── sklearn_extra_clustering.rst │ ├── embeddings │ │ ├── embeddings.rst │ │ ├── nemo.rst │ │ ├── sentence_transformers.rst │ │ ├── torchvision.rst │ │ └── transformers.rst │ └── model.rst └── sampling │ ├── certainty │ ├── certainty.rst │ └── most_confidence.rst │ ├── clustering │ ├── clustering.rst │ ├── farthest.rst │ └── nearest_mean.rst │ ├── sampling.rst │ └── uncertainty │ ├── entropy.rst │ ├── least_confidence.rst │ ├── margin.rst │ ├── mismatch.rst │ └── uncertainty.rst ├── nlpatl ├── __init__.py ├── dataset │ ├── __init__.py │ └── dataset.py ├── learning │ ├── __init__.py │ ├── learning.py │ ├── mismatch_farthest_learning.py │ ├── semi_supervised_learning.py │ ├── supervised_learning.py │ └── unsupervised_learning.py ├── models │ ├── __init__.py │ ├── classification │ │ ├── __init__.py │ │ ├── classification.py │ │ ├── sklearn_classification.py │ │ └── xgboost_classification.py │ ├── clustering │ │ ├── __init__.py │ │ ├── clustering.py │ │ ├── sklearn_clustering.py │ │ └── sklearn_extra_clustering.py │ └── embeddings │ │ ├── __init__.py │ │ ├── embeddings.py │ │ ├── nemo.py │ │ ├── sentence_transformers.py │ │ ├── torchvision.py │ │ └── transformers.py └── sampling │ ├── __init__.py │ ├── certainty │ ├── __init__.py │ └── most_confidence.py │ ├── clustering │ ├── __init__.py │ ├── farthest.py │ └── nearest_mean.py │ ├── sampling.py │ └── uncertainty │ ├── __init__.py │ ├── entropy.py │ ├── least_confidence.py │ ├── margin.py │ └── mismatch.py ├── res └── architecture.png ├── setup.py └── tests ├── learning ├── test_learning.py ├── test_mismatch_farthest_learning.py ├── test_semi_supervised_learning.py ├── test_supervised_learning.py └── test_unsupervised_learning.py ├── models ├── classification │ ├── test_sklearn_classification.py │ └── test_xgboost_classification.py ├── clustering │ ├── test_sklearn_clustering.py │ └── test_sklearn_extra_clustering.py └── embeddings │ ├── test_nemo.py │ ├── test_sentence_transformers.py │ ├── test_torchvision.py │ └── test_transformers.py ├── res └── audio │ ├── Pink_noise.ogg │ └── Yamaha-V50-Rock-Beat-120bpm.wav ├── run_test.py └── sampling ├── certainty └── test_most_confidence.py ├── clustering ├── test_farthest.py └── test_nearest_mean.py ├── test_sampling.py └── uncertainty ├── test_entropy.py ├── test_least_confidence.py ├── test_margin.py └── test_mismatch.py /.gitignore: -------------------------------------------------------------------------------- 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