From f5d719daabba27960ab948a86e94af27b4191405 Mon Sep 17 00:00:00 2001
From: Andreas Leitherer <leitherer@fhi-berlin.mpg.de>
Date: Thu, 17 Dec 2020 11:02:31 +0100
Subject: [PATCH] Added pic of deep(er) NN + some text for that figure

---
 .../nn_regression/mlp_more_layers_example.png  | Bin 0 -> 133233 bytes
 nn_regression.ipynb                            |   4 ++++
 2 files changed, 4 insertions(+)
 create mode 100644 assets/nn_regression/mlp_more_layers_example.png

diff --git a/assets/nn_regression/mlp_more_layers_example.png b/assets/nn_regression/mlp_more_layers_example.png
new file mode 100644
index 0000000000000000000000000000000000000000..d19aee457f3629094645877dff84248f01464fe7
GIT binary patch
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diff --git a/nn_regression.ipynb b/nn_regression.ipynb
index 65fe3da..838dc28 100644
--- a/nn_regression.ipynb
+++ b/nn_regression.ipynb
@@ -227,6 +227,10 @@
     "\\mathbf{o} = f^{N} ( W^N f^{N-1} ( W^{N-1} ... f^1 ( W^1 \\mathbf{x}) )\n",
     "\\end{equation*}$\n",
     "\n",
+    "An example for the case of N=3 is shown in the following figure:\n",
+    "\n",
+    "<img src=\"./assets/nn_regression/mlp_more_layers_example.png\" width=\"200\">\n",
+    "\n",
     "\n",
     "Coming now to the choice of activation function in the final layer, in case of classification,\n",
     "the softmax activation function is the usual choice, yielding the following expression for the $j$th component \n",
-- 
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