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The bugs in computing null hypothesis distribution are resolved. #1

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The bugs in computing null hypothesis distribution are resolved. #1

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4 changes: 2 additions & 2 deletions kernel_two_sample_test.py
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Original file line number Diff line number Diff line change
Expand Up @@ -31,7 +31,7 @@ def compute_null_distribution(K, m, n, iterations=10000, verbose=False,
stdout.flush()
idx = rng.permutation(m+n)
K_i = K[idx, idx[:, None]]
mmd2u_null[i] = MMD2u(K_i, m, n)
mmd2u_null[i] = (n+m) * MMD2u(K_i, m, n)

if verbose:
print("")
Expand All @@ -53,7 +53,7 @@ def compute_null_distribution_given_permutations(K, m, n, permutation,
for i in range(iterations):
idx = permutation[i]
K_i = K[idx, idx[:, None]]
mmd2u_null[i] = MMD2u(K_i, m, n)
mmd2u_null[i] = (n+m) * MMD2u(K_i, m, n)

return mmd2u_null

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