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| author | Laetitia Chapel <laetitia.chapel@univ-ubs.fr> | 2020-04-16 13:56:53 +0200 |
|---|---|---|
| committer | Laetitia Chapel <laetitia.chapel@univ-ubs.fr> | 2020-04-16 13:56:53 +0200 |
| commit | 18b64556aaa477b5499dc05110c96d32b04147ff (patch) | |
| tree | 6e7aa5cc801bf0e0a13fbac64b499f11ea9fa6b7 /ot | |
| parent | 590b934b746ab2dc6d67c34990428f94c419c084 (diff) | |
partial with doctests
Diffstat (limited to 'ot')
| -rwxr-xr-x | ot/partial.py | 38 |
1 files changed, 18 insertions, 20 deletions
diff --git a/ot/partial.py b/ot/partial.py index 3425acb..8698d9d 100755 --- a/ot/partial.py +++ b/ot/partial.py @@ -80,10 +80,10 @@ def partial_wasserstein_lagrange(a, b, M, reg_m=None, nb_dummies=1, log=False, >>> M = [[0., 1.], [2., 3.]] >>> np.round(partial_wasserstein_lagrange(a,b,M), 2) array([[0.1, 0. ], - [0. , 0.1]]) + [0. , 0.1]]) >>> np.round(partial_wasserstein_lagrange(a,b,M,reg_m=2), 2) array([[0.1, 0. ], - [0. , 0. ]]) + [0. , 0. ]]) References ---------- @@ -199,10 +199,10 @@ def partial_wasserstein(a, b, M, m=None, nb_dummies=1, log=False, **kwargs): >>> M = [[0., 1.], [2., 3.]] >>> np.round(partial_wasserstein(a,b,M), 2) array([[0.1, 0. ], - [0. , 0.1]]) + [0. , 0.1]]) >>> np.round(partial_wasserstein(a,b,M,m=0.1), 2) array([[0.1, 0. ], - [0. , 0. ]]) + [0. , 0. ]]) References ---------- @@ -466,14 +466,14 @@ def partial_gromov_wasserstein(C1, C2, p, q, m=None, nb_dummies=1, G0=None, >>> C2 = sp.spatial.distance.cdist(y, y) >>> np.round(partial_gromov_wasserstein(C1, C2, a, b),2) array([[0. , 0.25, 0. , 0. ], - [0.25, 0. , 0. , 0. ], - [0. , 0. , 0.25, 0. ], - [0. , 0. , 0. , 0.25]]) + [0.25, 0. , 0. , 0. ], + [0. , 0. , 0.25, 0. ], + [0. , 0. , 0. , 0.25]]) >>> np.round(partial_gromov_wasserstein(C1, C2, a, b, m=0.25),2) array([[0. , 0. , 0. , 0. ], - [0. , 0. , 0. , 0. ], - [0. , 0. , 0. , 0. ], - [0. , 0. , 0. , 0.25]]) + [0. , 0. , 0. , 0. ], + [0. , 0. , 0. , 0. ], + [0. , 0. , 0. , 0.25]]) References ---------- @@ -711,8 +711,7 @@ def entropic_partial_wasserstein(a, b, M, reg, m=None, numItermax=1000, >>> M = [[0., 1.], [2., 3.]] >>> np.round(entropic_partial_wasserstein(a, b, M, 1, 0.1), 2) array([[0.06, 0.02], - [0.01, 0. ]]) - + [0.01, 0. ]]) References ---------- @@ -849,15 +848,14 @@ def entropic_partial_gromov_wasserstein(C1, C2, p, q, reg, m=None, G0=None, >>> C2 = sp.spatial.distance.cdist(y, y) >>> np.round(entropic_partial_gromov_wasserstein(C1, C2, a, b,50), 2) array([[0.12, 0.13, 0. , 0. ], - [0.13, 0.12, 0. , 0. ], - [0. , 0. , 0.25, 0. ], - [0. , 0. , 0. , 0.25]]) - >>> np.round(entropic_partial_gromov_wasserstein(C1, C2, a, b, 50, m=0.25) - , 2) + [0.13, 0.12, 0. , 0. ], + [0. , 0. , 0.25, 0. ], + [0. , 0. , 0. , 0.25]]) + >>> np.round(entropic_partial_gromov_wasserstein(C1, C2, a, b, 50, m=0.25), 2) array([[0.02, 0.03, 0. , 0.03], - [0.03, 0.03, 0. , 0.03], - [0. , 0. , 0.03, 0. ], - [0.02, 0.02, 0. , 0.03]]) + [0.03, 0.03, 0. , 0.03], + [0. , 0. , 0.03, 0. ], + [0.02, 0.02, 0. , 0.03]]) Returns ------- |