From 0460c336ec47b08a069df601b0b113b413c761d2 Mon Sep 17 00:00:00 2001
From: "Nicolas P. Rougier" <Nicolas.Rougier@inria.fr>
Date: Tue, 15 Oct 2019 14:12:34 +0200
Subject: [PATCH 1/2] Removed old dead link and added a link to the numpy book

---
 README.rst | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/README.rst b/README.rst
index de28684..c689ea5 100644
--- a/README.rst
+++ b/README.rst
@@ -18,13 +18,12 @@ Sources are available from `github <https://github.com/rougier/numpy-tutorial>`_
 All code and material is licensed under a `Creative Commons
 Attribution-ShareAlike 4.0 <http://creativecommons.org/licenses/by-sa/4.0>`_.
 
-Tutorial can be read at http://www.labri.fr/perso/nrougier/teaching/numpy/numpy.html
 
 See also:
+ * `From Python to Numpy <https://www.labri.fr/perso/nrougier/from-python-to-numpy/>`_
  * `Matplotlib tutorial <http://www.labri.fr/perso/nrougier/teaching/matplotlib/matplotlib.html>`_
  * `100 Numpy exercices <http://www.labri.fr/perso/nrougier/teaching/numpy.100/index.html>`_
 
-
 Introduction
 ============
 

From 862926262af97b98458e71402aed4b8a22faeb9c Mon Sep 17 00:00:00 2001
From: tigermonkey <pablo.barbachano@gmail.com>
Date: Fri, 25 Oct 2019 13:28:09 +0200
Subject: [PATCH 2/2] Update README.rst

Fixing typo
---
 README.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.rst b/README.rst
index c689ea5..0fb3b3b 100644
--- a/README.rst
+++ b/README.rst
@@ -589,7 +589,7 @@ obtained via the `finite difference method
               Z[1:-1,0:-2] - 4*Z[1:-1,1:-1] + Z[1:-1,2:] +
                                Z[2:  ,1:-1] )
 
-Finally, we can iterate the computation after havong choosed some interesting parameters::
+Finally, we can iterate the computation after choosing some interesting parameters::
 
   for i in range(25000):
       Lu = laplacian(U)