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| author | Oleksii Kachaiev <kachayev@gmail.com> | 2023-05-03 10:36:09 +0200 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2023-05-03 10:36:09 +0200 |
| commit | 2aeb591be6b19a93f187516495ed15f1a47be925 (patch) | |
| tree | 9a6f759856a3f6b2d7c6db3514927ba3e5af10b5 /ot/unbalanced.py | |
| parent | 8a7035bdaa5bb164d1c16febbd83650d1fb6d393 (diff) | |
[DOC] Corrected spelling errors (#467)
* Fix typos in docstrings and examples
* A few more fixes
* Fix ref for `center_ot_dual` function
* Another typo
* Fix titles formatting
* Explicit empty line after math blocks
* Typo: asymmetric
* Fix code cell formatting for 1D barycenters
* Empirical
* Fix indentation for references
* Fixed all WARNINGs about title formatting
* Fix empty lines after math blocks
* Fix whitespace line
* Update changelog
* Consistent Gromov-Wasserstein
* More Gromov-Wasserstein consistency
---------
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
Diffstat (limited to 'ot/unbalanced.py')
| -rw-r--r-- | ot/unbalanced.py | 9 |
1 files changed, 5 insertions, 4 deletions
diff --git a/ot/unbalanced.py b/ot/unbalanced.py index a71a0dd..9584d77 100644 --- a/ot/unbalanced.py +++ b/ot/unbalanced.py @@ -121,7 +121,7 @@ def sinkhorn_unbalanced(a, b, M, reg, reg_m, method='sinkhorn', numItermax=1000, ot.unbalanced.sinkhorn_stabilized_unbalanced: Unbalanced Stabilized sinkhorn :ref:`[9, 10] <references-sinkhorn-unbalanced>` ot.unbalanced.sinkhorn_reg_scaling_unbalanced: - Unbalanced Sinkhorn with epslilon scaling :ref:`[9, 10] <references-sinkhorn-unbalanced>` + Unbalanced Sinkhorn with epsilon scaling :ref:`[9, 10] <references-sinkhorn-unbalanced>` """ @@ -163,6 +163,7 @@ def sinkhorn_unbalanced2(a, b, M, reg, reg_m, method='sinkhorn', s.t. \gamma\geq 0 + where : - :math:`\mathbf{M}` is the (`dim_a`, `dim_b`) metric cost matrix @@ -240,7 +241,7 @@ def sinkhorn_unbalanced2(a, b, M, reg, reg_m, method='sinkhorn', -------- ot.unbalanced.sinkhorn_knopp : Unbalanced Classic Sinkhorn :ref:`[10] <references-sinkhorn-unbalanced2>` ot.unbalanced.sinkhorn_stabilized: Unbalanced Stabilized sinkhorn :ref:`[9, 10] <references-sinkhorn-unbalanced2>` - ot.unbalanced.sinkhorn_reg_scaling: Unbalanced Sinkhorn with epslilon scaling :ref:`[9, 10] <references-sinkhorn-unbalanced2>` + ot.unbalanced.sinkhorn_reg_scaling: Unbalanced Sinkhorn with epsilon scaling :ref:`[9, 10] <references-sinkhorn-unbalanced2>` """ b = list_to_array(b) @@ -492,7 +493,7 @@ def sinkhorn_stabilized_unbalanced(a, b, M, reg, reg_m, tau=1e5, numItermax=1000 reg_m: float Marginal relaxation term > 0 tau : float - thershold for max value in u or v for log scaling + threshold for max value in u or v for log scaling numItermax : int, optional Max number of iterations stopThr : float, optional @@ -699,7 +700,7 @@ def barycenter_unbalanced_stabilized(A, M, reg, reg_m, weights=None, tau=1e3, tau : float Stabilization threshold for log domain absorption. weights : array-like (n_hists,) optional - Weight of each distribution (barycentric coodinates) + Weight of each distribution (barycentric coordinates) If None, uniform weights are used. numItermax : int, optional Max number of iterations |