├── .github └── workflows │ └── continuous_integration.yml ├── .gitignore ├── CITATION.cff ├── LICENSE ├── Makefile ├── README.md ├── examples ├── example_particle_data.py └── example_time_series_data.py ├── metrx ├── __init__.py ├── distance_measures.py ├── statistical_measures.py └── utils.py ├── pyproject.toml └── tests ├── test_datasets ├── CosineDistance.npz ├── DiscreteFrechetDistance.npz ├── DynamicTimeWarping.npz ├── EuclideanDistance.npz ├── FrechetInceptionDistance.npz ├── GromovWassersteinDistance.npz ├── MahalanobisDistance.npz ├── MaximumMeanDiscrepancy.npz ├── MinkowskiDistance.npz ├── RelativeEntropy.npz ├── SinkhornDistance.npz ├── SquaredEuclideanDistance.npz ├── SquaredMahalanobisDistance.npz ├── WassersteinDistance.npz └── data.npz └── test_measures.py /.github/workflows/continuous_integration.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/.github/workflows/continuous_integration.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/.gitignore -------------------------------------------------------------------------------- /CITATION.cff: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/CITATION.cff -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/LICENSE -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/Makefile -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/README.md -------------------------------------------------------------------------------- /examples/example_particle_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/examples/example_particle_data.py -------------------------------------------------------------------------------- /examples/example_time_series_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/examples/example_time_series_data.py -------------------------------------------------------------------------------- /metrx/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/metrx/__init__.py -------------------------------------------------------------------------------- /metrx/distance_measures.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/metrx/distance_measures.py -------------------------------------------------------------------------------- /metrx/statistical_measures.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/metrx/statistical_measures.py -------------------------------------------------------------------------------- /metrx/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/metrx/utils.py -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/pyproject.toml -------------------------------------------------------------------------------- /tests/test_datasets/CosineDistance.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/CosineDistance.npz -------------------------------------------------------------------------------- /tests/test_datasets/DiscreteFrechetDistance.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/DiscreteFrechetDistance.npz -------------------------------------------------------------------------------- /tests/test_datasets/DynamicTimeWarping.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/DynamicTimeWarping.npz -------------------------------------------------------------------------------- /tests/test_datasets/EuclideanDistance.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/EuclideanDistance.npz -------------------------------------------------------------------------------- /tests/test_datasets/FrechetInceptionDistance.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/FrechetInceptionDistance.npz -------------------------------------------------------------------------------- /tests/test_datasets/GromovWassersteinDistance.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/GromovWassersteinDistance.npz -------------------------------------------------------------------------------- /tests/test_datasets/MahalanobisDistance.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/MahalanobisDistance.npz -------------------------------------------------------------------------------- /tests/test_datasets/MaximumMeanDiscrepancy.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/MaximumMeanDiscrepancy.npz -------------------------------------------------------------------------------- /tests/test_datasets/MinkowskiDistance.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/MinkowskiDistance.npz -------------------------------------------------------------------------------- /tests/test_datasets/RelativeEntropy.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/RelativeEntropy.npz -------------------------------------------------------------------------------- /tests/test_datasets/SinkhornDistance.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/SinkhornDistance.npz -------------------------------------------------------------------------------- /tests/test_datasets/SquaredEuclideanDistance.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/SquaredEuclideanDistance.npz -------------------------------------------------------------------------------- /tests/test_datasets/SquaredMahalanobisDistance.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/SquaredMahalanobisDistance.npz -------------------------------------------------------------------------------- /tests/test_datasets/WassersteinDistance.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/WassersteinDistance.npz -------------------------------------------------------------------------------- /tests/test_datasets/data.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_datasets/data.npz -------------------------------------------------------------------------------- /tests/test_measures.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pompetzki/metrx/HEAD/tests/test_measures.py --------------------------------------------------------------------------------