From 56098e152349ef31e434a901b482d01df50039fb Mon Sep 17 00:00:00 2001
From: Stephan Seitz <stephan.seitz@fau.de>
Date: Thu, 8 Aug 2019 04:47:52 +0200
Subject: [PATCH] Fix typos in index.rst

---
 docs/index.rst | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/index.rst b/docs/index.rst
index f574ace..bae284a 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -53,7 +53,7 @@ You can then obtain the corresponding backward assignments:
     from pystencils.autodiff import AutoDiffOp, create_backward_assignments
     backward_assignments = create_backward_assignments(forward_assignments)
 
-    # Sorting for reprducible outputs
+    # Sorting for reprudcible outputs
     backward_assignments.main_assignments = sorted(backward_assignments.main_assignments, key=lambda a: str(a))
 
     print(backward_assignments)
@@ -68,7 +68,7 @@ You can see the derivatives with respective to the two inputs multiplied by the
         \hat{x}[0,0] ← diffz_C*y_C/x_C
         \hat{y}[0,0] ← diffz_C*(log(x_C*y_C) + 1)
 
-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:`.autodiff.AutoDiffOp` to obtain both the assignments (if you are curious) and auto-differentiable operations for Tensorflow...
 
 .. testcode::
 
-- 
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