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| author | Kilian Fatras <kilianfatras@Kilians-MacBook-Air.local> | 2019-04-04 14:11:36 +0200 |
|---|---|---|
| committer | Kilian Fatras <kilianfatras@Kilians-MacBook-Air.local> | 2019-04-04 14:11:36 +0200 |
| commit | 782d9b1ae9d8c0b01e32c2af925ac9b7efa42a70 (patch) | |
| tree | bf698003156787c40f9d9f320eca7704ebc4aa86 /test/test_bregman.py | |
| parent | 69186a6f4259d32fecac370f59efe16e2e460d04 (diff) | |
fix test sinkhorn div
Diffstat (limited to 'test/test_bregman.py')
| -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 58700e2..d5482f7 100644 --- a/test/test_bregman.py +++ b/test/test_bregman.py @@ -243,11 +243,11 @@ def test_empirical_sinkhorn_divergence(): emp_sinkhorn_div = ot.bregman.empirical_sinkhorn_divergence(X_s, X_t, 1) sinkhorn_div = (ot.sinkhorn2(a, b, M, 1) - 1 / 2 * ot.sinkhorn2(a, a, M_s, 1) - 1 / 2 * ot.sinkhorn2(b, b, M_t, 1)) - emp_sinkhorn_div_log, log_es = ot.bregman.empirical_sinkhorn_divergence(X_s, X_t, 0.1, log=True) - sink_div_log, log_s = ot.sinkhorn2(a, b, M, 1) - sink_div_log_a, log_s_a = ot.sinkhorn2(a, a, M_s, 1) - sink_div_log_b, log_s_b = ot.sinkhorn2(b, b, M_t, 1) - sink_div_log = sink_div_log - 1 / 2 * (sink_div_log_a + sink_div_log_b) + emp_sinkhorn_div_log, log_es = ot.bregman.empirical_sinkhorn_divergence(X_s, X_t, 1, log=True) + sink_div_log_ab, log_s_ab = ot.sinkhorn2(a, b, M, 1, log=True) + sink_div_log_a, log_s_a = ot.sinkhorn2(a, a, M_s, 1, log=True) + sink_div_log_b, log_s_b = ot.sinkhorn2(b, b, M_t, 1, log=True) + sink_div_log = sink_div_log_ab - 1 / 2 * (sink_div_log_a + sink_div_log_b) # check constratints np.testing.assert_allclose( |