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geoopt · Dec 30, 2018 · d549e80 · d549e80
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commit d549e80
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Showing 5 changed files with 5 additions and 5 deletions.
diff --git a/geoopt/optim/radam.py b/geoopt/optim/radam.py
@@ -7,7 +7,7 @@
 
 
 class RiemannianAdam(OptimMixin, torch.optim.Adam):
-    R"""Riemannian Adam
+    r"""Riemannian Adam
 
     Parameters
     ----------

diff --git a/geoopt/optim/rsgd.py b/geoopt/optim/rsgd.py
@@ -9,7 +9,7 @@
 
 
 class RiemannianSGD(OptimMixin, torch.optim.Optimizer):
-    R"""Riemannian Stochastic Gradient Descent
+    r"""Riemannian Stochastic Gradient Descent
 
     Parameters
     ----------

diff --git a/geoopt/samplers/rhmc.py b/geoopt/samplers/rhmc.py
@@ -12,7 +12,7 @@
 
 
 class RHMC(Sampler):
-    R"""Riemannian Hamiltonian Monte-Carlo
+    r"""Riemannian Hamiltonian Monte-Carlo
 
     Parameters
     ----------

diff --git a/geoopt/samplers/rsgld.py b/geoopt/samplers/rsgld.py
@@ -11,7 +11,7 @@
 
 
 class RSGLD(Sampler):
-    R"""Riemannian Stochastic Gradient Langevin Dynamics
+    r"""Riemannian Stochastic Gradient Langevin Dynamics
 
     Parameters
     ----------

diff --git a/geoopt/samplers/sgrhmc.py b/geoopt/samplers/sgrhmc.py
@@ -11,7 +11,7 @@
 
 
 class SGRHMC(Sampler):
-    R"""Stochastic Gradient Riemannian Hamiltonian Monte-Carlo
+    r"""Stochastic Gradient Riemannian Hamiltonian Monte-Carlo
 
     Parameters
     ----------