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| author | Kilian Fatras <kilianfatras@kilians-macbook-air.home> | 2019-03-31 12:14:54 +0200 |
|---|---|---|
| committer | Kilian Fatras <kilianfatras@kilians-macbook-air.home> | 2019-03-31 12:14:54 +0200 |
| commit | 1ceb1a9cc96aad54e525c2021851b8639e2f3449 (patch) | |
| tree | 77a2a61f01f01bf9ebe4441dc9298e2e3a900df0 /test | |
| parent | 24b268c5d4ee3a03e5a1742168236755cfba9ed5 (diff) | |
fix metric test
Diffstat (limited to 'test')
| -rw-r--r-- | test/test_bregman.py | 10 |
1 files changed, 5 insertions, 5 deletions
diff --git a/test/test_bregman.py b/test/test_bregman.py index 4aae6cb..0ebd546 100644 --- a/test/test_bregman.py +++ b/test/test_bregman.py @@ -199,13 +199,13 @@ def test_empirical_sinkhorn(): X_s = np.reshape(np.arange(n), (n, 1)) X_t = np.reshape(np.arange(0, n), (n, 1)) M = ot.dist(X_s, X_t) - M_e = ot.dist(X_s, X_t, metric='euclidean') + M_m = ot.dist(X_s, X_t, metric='minkowski') G_sqe = ot.bregman.empirical_sinkhorn(X_s, X_t, 1) sinkhorn_sqe = ot.sinkhorn(a, b, M, 1) - G_e = ot.bregman.empirical_sinkhorn(X_s, X_t, 1) - sinkhorn_e = ot.sinkhorn(a, b, M_e, 1) + G_m = ot.bregman.empirical_sinkhorn(X_s, X_t, 1, metric='minkowski') + sinkhorn_m = ot.sinkhorn(a, b, M_m, 1) loss_emp_sinkhorn = ot.bregman.empirical_sinkhorn2(X_s, X_t, 1) loss_sinkhorn = ot.sinkhorn2(a, b, M, 1) @@ -216,9 +216,9 @@ def test_empirical_sinkhorn(): np.testing.assert_allclose( sinkhorn_sqe.sum(0), G_sqe.sum(0), atol=1e-05) # metric sqeuclidian np.testing.assert_allclose( - sinkhorn_e.sum(1), G_e.sum(1), atol=1e-05) # metric euclidian + sinkhorn_m.sum(1), G_m.sum(1), atol=1e-05) # metric euclidian np.testing.assert_allclose( - sinkhorn_e.sum(0), G_e.sum(0), atol=1e-05) # metric euclidian + sinkhorn_m.sum(0), G_m.sum(0), atol=1e-05) # metric euclidian np.testing.assert_allclose(loss_emp_sinkhorn, loss_sinkhorn, atol=1e-05) |