From 689df0880923dcbd2856304c1f3d9785c9d868cb Mon Sep 17 00:00:00 2001
From: Leon Chen <leon@md.ai>
Date: Wed, 5 Oct 2016 22:26:02 -0400
Subject: [PATCH] update demo jupyter notebooks

---
 demos/notebooks/mnist_cnn.ipynb | 3 ++-
 demos/notebooks/mnist_vae.ipynb | 6 ++----
 2 files changed, 4 insertions(+), 5 deletions(-)

diff --git a/demos/notebooks/mnist_cnn.ipynb b/demos/notebooks/mnist_cnn.ipynb
index 28bcb87..34abce3 100644
--- a/demos/notebooks/mnist_cnn.ipynb
+++ b/demos/notebooks/mnist_cnn.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# MNIST CNN\n",
+    "# Simple Convnet - MNIST\n",
     "\n",
     "Slightly modified from mnist_cnn.py in the Keras examples folder:\n",
     "\n",
@@ -262,6 +262,7 @@
   }
  ],
  "metadata": {
+  "anaconda-cloud": {},
   "kernelspec": {
    "display_name": "Python 3",
    "language": "python",
diff --git a/demos/notebooks/mnist_vae.ipynb b/demos/notebooks/mnist_vae.ipynb
index b82d342..de9519a 100644
--- a/demos/notebooks/mnist_vae.ipynb
+++ b/demos/notebooks/mnist_vae.ipynb
@@ -4,13 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# MNIST VAE\n",
+    "# Convolutional Variational Autoencoder - MNIST\n",
     "\n",
     "Slightly modified from variational_autoencoder_deconv.py in the Keras examples folder:\n",
     "\n",
-    "**https://github.com/fchollet/keras/blob/master/examples/variational_autoencoder_deconv.py**\n",
-    "\n",
-    "Here, we use 3 latent dimensions instead of 2"
+    "**https://github.com/fchollet/keras/blob/master/examples/variational_autoencoder_deconv.py**"
    ]
   },
   {