├── CHANGELOG.md ├── CONTRIBUTING.md ├── LICENSE.txt ├── MANIFEST.in ├── README.md ├── SECURITY.md ├── THIRD_PARTY_LICENSES.txt ├── data ├── bike_df.csv └── letter-recognition.data ├── docs ├── Classification │ ├── basic_classification.nblink │ ├── basic_multi_classification.nblink │ ├── classification.rst │ ├── classification_metrics.rst │ ├── classification_models.rst │ ├── classification_plots.rst │ ├── classification_utils.rst │ ├── co_ordinate_importance.nblink │ ├── examples.rst │ ├── simple_text.nblink │ ├── sota_mnist.nblink │ └── spirals.nblink ├── Makefile ├── Regression │ ├── basic_regression.nblink │ ├── bike_regression_uncertainty.nblink │ ├── examples.rst │ ├── regression.rst │ ├── regression_metrics.rst │ ├── regression_models.rst │ └── regression_plots.rst ├── conf.py ├── getting_started.rst ├── index.rst ├── install.rst ├── macest_logo_placeholder.png ├── make.bat └── model_selection.rst ├── mypy.ini ├── notebooks ├── README.md ├── classification │ ├── basic_classification.ipynb │ ├── basic_multi_classification.ipynb │ ├── co_ordinate_importance.ipynb │ ├── macest_with_sparse_data.ipynb │ ├── plotting_utils.py │ ├── sota_comparison_mnist.ipynb │ └── spirals_uncertainty.ipynb └── regression │ ├── basic_regression_example.ipynb │ └── bike_regression_uncertainty.ipynb ├── requirements.txt ├── requirements_notebooks.txt ├── setup.py ├── src └── macest │ ├── __init__.py │ ├── __version__.py │ ├── classification │ ├── __init__.py │ ├── metrics.py │ ├── models.py │ ├── plots.py │ └── utils.py │ ├── model_selection.py │ ├── py.typed │ └── regression │ ├── __init__.py │ ├── metrics.py │ ├── models.py │ └── plots.py ├── test_requirements.txt ├── tests ├── classification_tests │ ├── __pycache__ │ │ ├── test_classification_metrics.cpython-36-pytest-6.2.4.pyc │ │ ├── test_classification_models.cpython-36-pytest-6.2.4.pyc │ │ ├── test_classification_plots.cpython-36-pytest-6.2.4.pyc │ │ └── test_classification_utils.cpython-36-pytest-6.2.4.pyc │ ├── test_classification_metrics.py │ ├── test_classification_models.py │ ├── test_classification_plots.py │ └── test_classification_utils.py ├── regression_tests │ ├── __pycache__ │ │ ├── test_regression_metrics.cpython-36-pytest-6.2.4.pyc │ │ ├── test_regression_models.cpython-36-pytest-6.2.4.pyc │ │ └── test_regression_plots.cpython-36-pytest-6.2.4.pyc │ ├── test_regression_metrics.py │ ├── test_regression_models.py │ └── test_regression_plots.py └── test_model_selection.py └── tox.ini /CHANGELOG.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/CHANGELOG.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/MANIFEST.in -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/README.md -------------------------------------------------------------------------------- /SECURITY.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/SECURITY.md -------------------------------------------------------------------------------- /THIRD_PARTY_LICENSES.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/THIRD_PARTY_LICENSES.txt -------------------------------------------------------------------------------- /data/bike_df.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/data/bike_df.csv -------------------------------------------------------------------------------- /data/letter-recognition.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/data/letter-recognition.data -------------------------------------------------------------------------------- /docs/Classification/basic_classification.nblink: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Classification/basic_classification.nblink -------------------------------------------------------------------------------- /docs/Classification/basic_multi_classification.nblink: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Classification/basic_multi_classification.nblink -------------------------------------------------------------------------------- /docs/Classification/classification.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Classification/classification.rst -------------------------------------------------------------------------------- /docs/Classification/classification_metrics.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Classification/classification_metrics.rst -------------------------------------------------------------------------------- /docs/Classification/classification_models.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Classification/classification_models.rst -------------------------------------------------------------------------------- /docs/Classification/classification_plots.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Classification/classification_plots.rst -------------------------------------------------------------------------------- /docs/Classification/classification_utils.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Classification/classification_utils.rst -------------------------------------------------------------------------------- /docs/Classification/co_ordinate_importance.nblink: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Classification/co_ordinate_importance.nblink -------------------------------------------------------------------------------- /docs/Classification/examples.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Classification/examples.rst -------------------------------------------------------------------------------- /docs/Classification/simple_text.nblink: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Classification/simple_text.nblink -------------------------------------------------------------------------------- /docs/Classification/sota_mnist.nblink: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Classification/sota_mnist.nblink -------------------------------------------------------------------------------- /docs/Classification/spirals.nblink: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Classification/spirals.nblink -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/Regression/basic_regression.nblink: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Regression/basic_regression.nblink -------------------------------------------------------------------------------- /docs/Regression/bike_regression_uncertainty.nblink: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Regression/bike_regression_uncertainty.nblink -------------------------------------------------------------------------------- /docs/Regression/examples.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Regression/examples.rst -------------------------------------------------------------------------------- /docs/Regression/regression.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Regression/regression.rst -------------------------------------------------------------------------------- /docs/Regression/regression_metrics.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Regression/regression_metrics.rst -------------------------------------------------------------------------------- /docs/Regression/regression_models.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Regression/regression_models.rst -------------------------------------------------------------------------------- /docs/Regression/regression_plots.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/Regression/regression_plots.rst -------------------------------------------------------------------------------- /docs/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/conf.py -------------------------------------------------------------------------------- /docs/getting_started.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/getting_started.rst -------------------------------------------------------------------------------- /docs/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/index.rst -------------------------------------------------------------------------------- /docs/install.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/install.rst -------------------------------------------------------------------------------- /docs/macest_logo_placeholder.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/macest_logo_placeholder.png -------------------------------------------------------------------------------- /docs/make.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/make.bat -------------------------------------------------------------------------------- /docs/model_selection.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/docs/model_selection.rst -------------------------------------------------------------------------------- /mypy.ini: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/mypy.ini -------------------------------------------------------------------------------- /notebooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/notebooks/README.md -------------------------------------------------------------------------------- /notebooks/classification/basic_classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/notebooks/classification/basic_classification.ipynb -------------------------------------------------------------------------------- /notebooks/classification/basic_multi_classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/notebooks/classification/basic_multi_classification.ipynb -------------------------------------------------------------------------------- /notebooks/classification/co_ordinate_importance.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/notebooks/classification/co_ordinate_importance.ipynb -------------------------------------------------------------------------------- /notebooks/classification/macest_with_sparse_data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/notebooks/classification/macest_with_sparse_data.ipynb -------------------------------------------------------------------------------- /notebooks/classification/plotting_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/notebooks/classification/plotting_utils.py -------------------------------------------------------------------------------- /notebooks/classification/sota_comparison_mnist.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/notebooks/classification/sota_comparison_mnist.ipynb -------------------------------------------------------------------------------- /notebooks/classification/spirals_uncertainty.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/notebooks/classification/spirals_uncertainty.ipynb -------------------------------------------------------------------------------- /notebooks/regression/basic_regression_example.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/notebooks/regression/basic_regression_example.ipynb -------------------------------------------------------------------------------- /notebooks/regression/bike_regression_uncertainty.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/notebooks/regression/bike_regression_uncertainty.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/requirements.txt -------------------------------------------------------------------------------- /requirements_notebooks.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/requirements_notebooks.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/setup.py -------------------------------------------------------------------------------- /src/macest/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/src/macest/__init__.py -------------------------------------------------------------------------------- /src/macest/__version__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/src/macest/__version__.py -------------------------------------------------------------------------------- /src/macest/classification/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/src/macest/classification/__init__.py -------------------------------------------------------------------------------- /src/macest/classification/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/src/macest/classification/metrics.py -------------------------------------------------------------------------------- /src/macest/classification/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/src/macest/classification/models.py -------------------------------------------------------------------------------- /src/macest/classification/plots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/src/macest/classification/plots.py -------------------------------------------------------------------------------- /src/macest/classification/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/src/macest/classification/utils.py -------------------------------------------------------------------------------- /src/macest/model_selection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/src/macest/model_selection.py -------------------------------------------------------------------------------- /src/macest/py.typed: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/macest/regression/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/src/macest/regression/__init__.py -------------------------------------------------------------------------------- /src/macest/regression/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/src/macest/regression/metrics.py -------------------------------------------------------------------------------- /src/macest/regression/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/src/macest/regression/models.py -------------------------------------------------------------------------------- /src/macest/regression/plots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/src/macest/regression/plots.py -------------------------------------------------------------------------------- /test_requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/test_requirements.txt -------------------------------------------------------------------------------- /tests/classification_tests/__pycache__/test_classification_metrics.cpython-36-pytest-6.2.4.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/classification_tests/__pycache__/test_classification_metrics.cpython-36-pytest-6.2.4.pyc -------------------------------------------------------------------------------- /tests/classification_tests/__pycache__/test_classification_models.cpython-36-pytest-6.2.4.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/classification_tests/__pycache__/test_classification_models.cpython-36-pytest-6.2.4.pyc -------------------------------------------------------------------------------- /tests/classification_tests/__pycache__/test_classification_plots.cpython-36-pytest-6.2.4.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/classification_tests/__pycache__/test_classification_plots.cpython-36-pytest-6.2.4.pyc -------------------------------------------------------------------------------- /tests/classification_tests/__pycache__/test_classification_utils.cpython-36-pytest-6.2.4.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/classification_tests/__pycache__/test_classification_utils.cpython-36-pytest-6.2.4.pyc -------------------------------------------------------------------------------- /tests/classification_tests/test_classification_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/classification_tests/test_classification_metrics.py -------------------------------------------------------------------------------- /tests/classification_tests/test_classification_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/classification_tests/test_classification_models.py -------------------------------------------------------------------------------- /tests/classification_tests/test_classification_plots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/classification_tests/test_classification_plots.py -------------------------------------------------------------------------------- /tests/classification_tests/test_classification_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/classification_tests/test_classification_utils.py -------------------------------------------------------------------------------- /tests/regression_tests/__pycache__/test_regression_metrics.cpython-36-pytest-6.2.4.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/regression_tests/__pycache__/test_regression_metrics.cpython-36-pytest-6.2.4.pyc -------------------------------------------------------------------------------- /tests/regression_tests/__pycache__/test_regression_models.cpython-36-pytest-6.2.4.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/regression_tests/__pycache__/test_regression_models.cpython-36-pytest-6.2.4.pyc -------------------------------------------------------------------------------- /tests/regression_tests/__pycache__/test_regression_plots.cpython-36-pytest-6.2.4.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/regression_tests/__pycache__/test_regression_plots.cpython-36-pytest-6.2.4.pyc -------------------------------------------------------------------------------- /tests/regression_tests/test_regression_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/regression_tests/test_regression_metrics.py -------------------------------------------------------------------------------- /tests/regression_tests/test_regression_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/regression_tests/test_regression_models.py -------------------------------------------------------------------------------- /tests/regression_tests/test_regression_plots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/regression_tests/test_regression_plots.py -------------------------------------------------------------------------------- /tests/test_model_selection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tests/test_model_selection.py -------------------------------------------------------------------------------- /tox.ini: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oracle/macest/HEAD/tox.ini --------------------------------------------------------------------------------