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| author | Rémi Flamary <remi.flamary@gmail.com> | 2018-05-09 13:07:01 +0200 |
|---|---|---|
| committer | Rémi Flamary <remi.flamary@gmail.com> | 2018-05-09 13:07:01 +0200 |
| commit | e26e69f11498a85148f0df9776c7fb0fca4545f1 (patch) | |
| tree | fc9ea835f955f4437dd2232d89c75a7885f7f296 /docs | |
| parent | d5ea28b22ab94a13f676ffc0ed862887921c2efc (diff) | |
update documentation wrt readme file
Diffstat (limited to 'docs')
| -rw-r--r-- | docs/source/readme.rst | 12 |
1 files changed, 7 insertions, 5 deletions
diff --git a/docs/source/readme.rst b/docs/source/readme.rst index 647f7e8..d73d293 100644 --- a/docs/source/readme.rst +++ b/docs/source/readme.rst @@ -10,7 +10,8 @@ machine learning. It provides the following solvers: -- OT solver for the linear program/ Earth Movers Distance [1]. +- OT Network Flow solver for the linear program/ Earth Movers Distance + [1]. - Entropic regularization OT solver with Sinkhorn Knopp Algorithm [2] and stabilized version [9][10] with optional GPU implementation (required cudamat). @@ -19,10 +20,11 @@ It provides the following solvers: regularization [5] - Conditional gradient [6] and Generalized conditional gradient for regularized OT [7]. -- Joint OT matrix and mapping estimation [8]. +- Linear OT [14] and Joint OT matrix and mapping estimation [8]. - Wasserstein Discriminant Analysis [11] (requires autograd + pymanopt). -- Gromov-Wasserstein distances and barycenters [12] +- Gromov-Wasserstein distances and barycenters ([13] and regularized + [12]) Some demonstrations (both in Python and Jupyter Notebook format) are available in the examples folder. @@ -315,8 +317,8 @@ Foundations of computational mathematics 11.4 (2011): 417-487. distributions <https://link.springer.com/article/10.1007/BF00934745>`__, Journal of Optimization Theory and Applications Vol 43, 1984. -[15] Peyré, G., & Cuturi, M. (2017). `Computational Optimal -Transport <https://arxiv.org/pdf/1803.00567.pdf>`__ , 2018. +[15] Peyré, G., & Cuturi, M. (2018). `Computational Optimal +Transport <https://arxiv.org/pdf/1803.00567.pdf>`__ . .. |PyPI version| image:: https://badge.fury.io/py/POT.svg :target: https://badge.fury.io/py/POT |