├── .coveragerc ├── .github └── workflows │ ├── release.yml │ ├── scripts │ ├── release_linux.sh │ ├── release_osx.sh │ └── release_windows.bat │ ├── test_pr.yml │ └── test_tutorials.yml ├── .gitignore ├── .isort.cfg ├── .pre-commit-config.yaml ├── .readthedocs.yml ├── AUTHORS.rst ├── CHANGELOG.rst ├── CONTRIBUTING.md ├── LICENSE.txt ├── README.md ├── Tutorials ├── plugins │ ├── generic │ │ ├── plugin_aum.ipynb │ │ ├── plugin_conf_agree.ipynb │ │ ├── plugin_confident_learning.ipynb │ │ ├── plugin_data_iq.ipynb │ │ ├── plugin_data_maps.ipynb │ │ ├── plugin_el2n.ipynb │ │ ├── plugin_forgetting.ipynb │ │ ├── plugin_grand.ipynb │ │ ├── plugin_large_loss.ipynb │ │ ├── plugin_prototypicality.ipynb │ │ └── plugin_vog.ipynb │ └── images │ │ └── plugin_allsh.ipynb ├── tutorial_01_simple_tabular_example.ipynb ├── tutorial_02_images.ipynb └── tutorial_03_tabular_COVID19_data.ipynb ├── data └── Brazil_covid19 │ ├── Brazil_covid19.csv │ └── Brazil_covid19_data.md ├── docs ├── Makefile ├── Tutorials │ ├── tutorial_01_simple_tabular_example.ipynb │ ├── tutorial_02_images.ipynb │ └── tutorial_03_tabular_COVID19_data.ipynb ├── conf.py ├── datahandlers.rst ├── examples.rst ├── index.rst ├── make.bat ├── methods.rst ├── requirements.txt └── source │ └── _templates │ └── module.rst_t ├── pyproject.toml ├── setup.cfg ├── setup.py ├── src └── datagnosis │ ├── __init__.py │ ├── logger.py │ ├── plugins │ ├── __init__.py │ ├── core │ │ ├── __init__.py │ │ ├── datahandler.py │ │ ├── models │ │ │ ├── confident_learning.py │ │ │ ├── dataiq_maps_torch.py │ │ │ ├── image_nets.py │ │ │ └── simple_mlp.py │ │ ├── plugin.py │ │ └── utils.py │ ├── generic │ │ ├── __init__.py │ │ ├── plugin_aum.py │ │ ├── plugin_conf_agree.py │ │ ├── plugin_confident_learning.py │ │ ├── plugin_data_iq.py │ │ ├── plugin_data_maps.py │ │ ├── plugin_el2n.py │ │ ├── plugin_forgetting.py │ │ ├── plugin_grand.py │ │ ├── plugin_large_loss.py │ │ ├── plugin_prototypicality.py │ │ └── plugin_vog.py │ ├── images │ │ ├── __init__.py │ │ └── plugin_allsh.py │ └── utils.py │ ├── utils │ ├── __init__.py │ ├── constants.py │ ├── datasets │ │ └── images │ │ │ ├── __init__.py │ │ │ ├── cifar.py │ │ │ └── mnist.py │ └── reproducibility.py │ └── version.py └── tests ├── conftest.py ├── nb_eval.py ├── plugins ├── core │ ├── models │ │ └── test_dataiq_maps_torch.py │ ├── test_core_utils.py │ ├── test_datahandler.py │ └── test_plugin.py ├── generic │ ├── generic_helpers.py │ ├── test_aum.py │ ├── test_conf_agree.py │ ├── test_confident_learning.py │ ├── test_data_iq.py │ ├── test_data_maps.py │ ├── test_el2n.py │ ├── test_forgetting.py │ ├── test_grand.py │ ├── test_large_loss.py │ ├── test_prototypicality.py │ └── test_vog.py ├── images │ ├── image_helpers.py │ └── test_allsh.py └── test_utils.py ├── test_logger.py └── utils ├── datasets └── images │ ├── test_cifar.py │ └── test_mnist.py └── test_reproducibility.py /.coveragerc: -------------------------------------------------------------------------------- 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