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authorGravatar Scott Zhu <scottzhu@google.com>2018-04-13 17:52:20 -0700
committerGravatar TensorFlower Gardener <gardener@tensorflow.org>2018-04-13 17:57:27 -0700
commit3652556dab3ebfe0152232facc7304fe5754aecb (patch)
tree9a9cecde4c85dc53548a185f9bd6d7c6e0591262 /tensorflow/contrib/sparsemax
parentef24ad14502e992716c49fdd5c63e6b2c2fb6b5a (diff)
Merge changes from github.
PiperOrigin-RevId: 192850372
Diffstat (limited to 'tensorflow/contrib/sparsemax')
-rw-r--r--tensorflow/contrib/sparsemax/__init__.py2
-rw-r--r--tensorflow/contrib/sparsemax/python/ops/sparsemax.py2
2 files changed, 2 insertions, 2 deletions
diff --git a/tensorflow/contrib/sparsemax/__init__.py b/tensorflow/contrib/sparsemax/__init__.py
index 19d213fb3e..7bc726f4a8 100644
--- a/tensorflow/contrib/sparsemax/__init__.py
+++ b/tensorflow/contrib/sparsemax/__init__.py
@@ -14,7 +14,7 @@
# ==============================================================================
"""Module that implements sparsemax and sparsemax loss, see [1].
-[1] https://arxiv.org/abs/1602.02068
+[1]: https://arxiv.org/abs/1602.02068
## Sparsemax
diff --git a/tensorflow/contrib/sparsemax/python/ops/sparsemax.py b/tensorflow/contrib/sparsemax/python/ops/sparsemax.py
index 890ca20f4c..e617af2ff1 100644
--- a/tensorflow/contrib/sparsemax/python/ops/sparsemax.py
+++ b/tensorflow/contrib/sparsemax/python/ops/sparsemax.py
@@ -31,7 +31,7 @@ def sparsemax(logits, name=None):
"""Computes sparsemax activations [1].
For each batch `i` and class `j` we have
- sparsemax[i, j] = max(logits[i, j] - tau(logits[i, :]), 0)
+ $$sparsemax[i, j] = max(logits[i, j] - tau(logits[i, :]), 0)$$
[1]: https://arxiv.org/abs/1602.02068