From d6dd27dae587f4fcf98093b5f6de387340792007 Mon Sep 17 00:00:00 2001
From: Mike J Innes <mike.j.innes@gmail.com>
Date: Wed, 18 Oct 2017 12:47:45 +0100
Subject: [PATCH] dense layer example

---
 src/layers/basic.jl | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/src/layers/basic.jl b/src/layers/basic.jl
index 0ae5f8fa..26b2daaf 100644
--- a/src/layers/basic.jl
+++ b/src/layers/basic.jl
@@ -44,6 +44,14 @@ Creates a traditional `Dense` layer with parameters `W` and `b`.
 
 The input `x` must be a vector of length `in`, or a batch of vectors represented
 as an `in × N` matrix. The out `y` will be a vector or batch of length `in`.
+
+    julia> d = Dense(5, 2)
+    Dense(5, 2)
+
+    julia> d(rand(5))
+    Tracked 2-element Array{Float64,1}:
+    0.00257447
+    -0.00449443
 """
 struct Dense{F,S,T}
   σ::F