From ee630a856659f31284f4ffcb640b7154bf374e2a Mon Sep 17 00:00:00 2001
From: Julien Jerphanion <julien.jerphanion@protonmail.com>
Date: Wed, 18 Jul 2018 23:20:43 +0200
Subject: [PATCH 1/2] Very Little typo.

---
 docs/src/models/basics.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/src/models/basics.md b/docs/src/models/basics.md
index 134e251b..04e8459d 100644
--- a/docs/src/models/basics.md
+++ b/docs/src/models/basics.md
@@ -129,7 +129,7 @@ linear2 = linear(3, 2)
 
 model(x) = linear2(σ.(linear1(x)))
 
-model(x) # => 2-element vector
+model(rand(5)) # => 2-element vector
 ```
 
 Another (equivalent) way is to create a struct that explicitly represents the affine layer.

From 34d0c39e72659027fb4facea7c5cefb7abdeec52 Mon Sep 17 00:00:00 2001
From: Julien Jerphanion <julien.jerphanion@protonmail.com>
Date: Thu, 19 Jul 2018 00:14:02 +0200
Subject: [PATCH 2/2] Ditto.

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

diff --git a/README.md b/README.md
index 10d611f1..94110087 100644
--- a/README.md
+++ b/README.md
@@ -31,8 +31,8 @@ Flux has powerful high-level features, and common architectures can be defined i
 ```julia
 model = Chain(
   Dense(768, 128, σ),
-  LSTM(128, 256)
-  LSTM(256, 128)
+  LSTM(128, 256),
+  LSTM(256, 128),
   Dense(128, 10),
   softmax)