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authorRémi Flamary <remi.flamary@gmail.com>2017-04-21 09:08:50 +0200
committerRémi Flamary <remi.flamary@gmail.com>2017-04-21 09:08:50 +0200
commitbd325a391aa5156faec0446c455be1f8f94eb80b (patch)
tree8f2aedaf71a70960900d1179361580849d3d6d6e /README.md
parentb33146062f847edd7c535a78535eae47058ba8fe (diff)
parente6604ea5ceb57ab1276454e509b22181c938d20b (diff)
Merge branch 'master' of github.com:rflamary/POT
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@@ -10,7 +10,7 @@ This open source Python library provide several solvers for optimization problem
It provides the following solvers:
* OT 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.
+* Entropic regularization OT solver with Sinkhorn Knopp Algorithm [2] and stabilized version [9][10] with optional GPU implementation (required cudamat).
* Bregman projections for Wasserstein barycenter [3] and unmixing [4].
* Optimal transport for domain adaptation with group lasso regularization [5]
* Conditional gradient [6] and Generalized conditional gradient for regularized OT [7].
@@ -57,11 +57,11 @@ Note that for easier access the module is name ot instead of pot.
Some sub-modules require additional dependences which are discussed below
-* *ot.dr* (Wasserstein dimensionality rediuction) depends on autograd and pymanopt that can be installed with:
+* **ot.dr** (Wasserstein dimensionality rediuction) depends on autograd and pymanopt that can be installed with:
```
pip install pymanopt autograd
```
-* *ot.gpu* (GPU accelerated OT) depends on cudamat that have to be installed with:
+* **ot.gpu** (GPU accelerated OT) depends on cudamat that have to be installed with:
```
git clone https://github.com/cudamat/cudamat.git
cd cudamat