fairlens.metrics.distance#
Collection of metrics, tests that measure the distance, or similarity, between two univariate distributions.
Classes
Difference distance between two binary data samples. |
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Base class for distance metrics on categorical data. |
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Base class for distance metrics on continuous data. |
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Base class for distance metrics that compare samples from two distributions. |
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Earth movers distance (EMD), aka Wasserstein 1-distance, for categorical data. |
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Hellinger distance between two probability distributions. |
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Jensen-Shannon Divergence between two probability distributions. |
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Kolmogorov-Smirnov (KS) distance between two data samples. |
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Kullback–Leibler Divergence or Relative Entropy between two probability distributions. |
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The difference between the means of the two distributions. |
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LP Norm between two probability distributions. |