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author | RĂ©mi Flamary <remi.flamary@gmail.com> | 2019-07-03 14:34:13 +0200 |
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committer | GitHub <noreply@github.com> | 2019-07-03 14:34:13 +0200 |
commit | 952503e02b1fc9bdf0811b937baacca57e4a98f1 (patch) | |
tree | c5b1b8f10eaee4c2ecaa12f629255489c2481590 /ot/unbalanced.py | |
parent | 8b3927bb5e8935c3dbddf054f054dc0c036fbdfe (diff) | |
parent | 7402d344240ce94e33c53daff419d4356278d48f (diff) |
Merge pull request #88 from rflamary/doc_modules
[MRG] Update documentation and add quick start guide
Diffstat (limited to 'ot/unbalanced.py')
-rw-r--r-- | ot/unbalanced.py | 6 |
1 files changed, 3 insertions, 3 deletions
diff --git a/ot/unbalanced.py b/ot/unbalanced.py index 44ab411..50ec03c 100644 --- a/ot/unbalanced.py +++ b/ot/unbalanced.py @@ -20,7 +20,7 @@ def sinkhorn_unbalanced(a, b, M, reg, alpha, method='sinkhorn', numItermax=1000, The function solves the following optimization problem: .. math:: - W = \min_\gamma <\gamma,M>_F + reg\cdot\Omega(\gamma) + \alpha KL(\gamma 1, a) + \alpha KL(\gamma^T 1, b) + W = \min_\gamma <\gamma,M>_F + reg\cdot\Omega(\gamma) + \\alpha KL(\gamma 1, a) + \\alpha KL(\gamma^T 1, b) s.t. \gamma\geq 0 @@ -129,7 +129,7 @@ def sinkhorn_unbalanced2(a, b, M, reg, alpha, method='sinkhorn', The function solves the following optimization problem: .. math:: - W = \min_\gamma <\gamma,M>_F + reg\cdot\Omega(\gamma) + \alpha KL(\gamma 1, a) + \alpha KL(\gamma^T 1, b) + W = \min_\gamma <\gamma,M>_F + reg\cdot\Omega(\gamma) + \\alpha KL(\gamma 1, a) + \\alpha KL(\gamma^T 1, b) s.t. \gamma\geq 0 @@ -240,7 +240,7 @@ def sinkhorn_knopp_unbalanced(a, b, M, reg, alpha, numItermax=1000, The function solves the following optimization problem: .. math:: - W = \min_\gamma <\gamma,M>_F + reg\cdot\Omega(\gamma) + \alpha KL(\gamma 1, a) + \alpha KL(\gamma^T 1, b) + W = \min_\gamma <\gamma,M>_F + reg\cdot\Omega(\gamma) + \\alpha KL(\gamma 1, a) + \\alpha KL(\gamma^T 1, b) s.t. \gamma\geq 0 |