From 0bcb36b68da13c15c2113073343b0ea6abb192ab Mon Sep 17 00:00:00 2001
From: Stephan Seitz <stephan.seitz@fau.de>
Date: Thu, 8 Aug 2019 04:10:36 +0200
Subject: [PATCH] Fix some layout issues in README.rst

---
 README.rst | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.rst b/README.rst
index b90c145..ceef754 100644
--- a/README.rst
+++ b/README.rst
@@ -66,7 +66,7 @@ You can then obtain the corresponding backward assignments:
 
     print(backward_assignments)
 
-You can see the derivatives with respective to the two inputs multiplied by the gradient diffz_C of the output z_C.
+You can see the derivatives with respective to the two inputs multiplied by the gradient `diffz_C` of the output `z_C`.
 
 .. testoutput::
     :options: -ELLIPSIS, +NORMALIZE_WHITESPACE
@@ -76,7 +76,7 @@ You can see the derivatives with respective to the two inputs multiplied by the
         \hat{y}[0,0] ← diffz_C*(log(x_C*y_C) + 1)
         \hat{x}[0,0] ← diffz_C*y_C/x_C
 
-You can also use the class :class:`AutoDiffOp` to obtain both the assignments (if you are curious) and auto-differentiable operations for Tensorflow...
+You can also use the class :class:`.AutoDiffOp` to obtain both the assignments (if you are curious) and auto-differentiable operations for Tensorflow...
 
 .. testcode::
 
-- 
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