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Easy euclidean distance#159

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yupbank wants to merge 1 commit into
databricks:masterfrom
yupbank:patch-2
Open

Easy euclidean distance#159
yupbank wants to merge 1 commit into
databricks:masterfrom
yupbank:patch-2

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@yupbank

@yupbank yupbank commented Nov 2, 2018

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In [1]: import numpy as np

In [2]: from sklearn.metrics import pairwise_distances

In [3]: a = np.random.randn(10, 7)

In [4]: b = np.random.randn(5, 7)

In [5]: np.allclose(np.sqrt(np.linalg.norm(a, axis=1, keepdims=True)**2 
                                           - 2*np.matmul(a, b.T) 
                                           + np.linalg.norm(b, axis=1, keepdims=True).T**2),
                              pairwise_distances(a, b))
Out[5]: True

In [6]:

@yupbank

yupbank commented Nov 2, 2018

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@tjhunter

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