cjolivier01 closed pull request #9779: add missed optimizer docs
URL: https://github.com/apache/incubator-mxnet/pull/9779
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diff --git a/docs/api/python/optimization/optimization.md
b/docs/api/python/optimization/optimization.md
index e333b0076e..7d6276d4bd 100644
--- a/docs/api/python/optimization/optimization.md
+++ b/docs/api/python/optimization/optimization.md
@@ -96,8 +96,14 @@ implements one weight updating function.
Adam
AdaGrad
AdaDelta
+ Adamax
+ Nadam
DCASGD
SGLD
+ Signum
+ FTML
+ LBSGD
+ Ftrl
```
## The ``mxnet.lr_scheduler`` package
diff --git a/python/mxnet/optimizer.py b/python/mxnet/optimizer.py
index 06527723a2..065c08cee4 100644
--- a/python/mxnet/optimizer.py
+++ b/python/mxnet/optimizer.py
@@ -68,8 +68,8 @@ class Optimizer(object):
Flag to control the internal precision of the optimizer.
``False`` results in using the same precision as the weights (default),
``True`` makes internal 32-bit copy of the weights and applies gradients
- in 32-bit precision even if actual weights used in the model
have lower precision.
- Turning this on can improve convergence and accuracy when
training with float16.
+ in 32-bit precision even if actual weights used in the model have lower
precision.
+ Turning this on can improve convergence and accuracy when training with
float16.
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