updated outline description and reference to README for setting up th…

…e env

0. Preamble.ipynb

@@ -64,22 +64,8 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Original Outline (in ten Notebooks)\n",
     "\n",
-    "1. _Multi-layer Fully Connected Networks (and the `backends`)_\n",
-    "2. _Hidden Layers features and Embeddings_\n",
-    "3. _Convolutional Networks_\n",
-    "4. _Deep CNN and Residual Networks_\n",
-    "5. _Transfer Learning and Fine Tuning_\n",
-    "6. _Recursive Neural Networks_\n",
-    "7. _[Variational] AutoEncoders and Adversarials_\n",
-    "8. _Multi-Modal Networks_\n",
-    "9. _Custom Layers and Optimisers_ \n",
-    "10. _Interactive Networks and Callbacks_\n",
-    "\n",
-    "# Actual Outline (in eight-ish Notebooks)\n",
-    "\n",
-    "(Almost) Ten Steps to Keras\n",
+    "# Outline (in ten-ish Notebooks)\n",
     "\n",
     "1. _Multi-layer Fully Connected Networks (and the `backends`)_\n",
     "2. _Hidden Layers features and Embeddings_\n",
@@ -138,6 +124,20 @@
     "The easiest way to get (most) these is to use an all-in-one installer such as [Anaconda](http://www.continuum.io/downloads) from Continuum. These are available for multiple architectures."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Setting up the Environment\n",
+    "\n",
+    "If you need support to setup and replicate the environment with all the required library, please\n",
+    "find all the step-by-step instructions in the [README.md](README.md) file.\n",
+    "\n",
+    "This repo ships with `.yml` files to replicate the Python Conda environment (on both Linux and OSX).\n",
+    "\n",
+    "Moreover, helpful tips on how to setup theano and tensorflow with GPU support are also provided"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},