added TOC

Author: hamelsmu

notebooks/Tutorial.ipynb

@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "toc": true
+   },
+   "source": [
+    "<h1>Table of Contents<span class=\"tocSkip\"></span></h1>\n",
+    "<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#Process-Data\" data-toc-modified-id=\"Process-Data-1\"><span class=\"toc-item-num\">1&nbsp;&nbsp;</span>Process Data</a></span></li><li><span><a href=\"#Pre-Process-Data-For-Deep-Learning\" data-toc-modified-id=\"Pre-Process-Data-For-Deep-Learning-2\"><span class=\"toc-item-num\">2&nbsp;&nbsp;</span>Pre-Process Data For Deep Learning</a></span><ul class=\"toc-item\"><li><ul class=\"toc-item\"><li><ul class=\"toc-item\"><li><span><a href=\"#Look-at-one-example-of-processed-issue-bodies\" data-toc-modified-id=\"Look-at-one-example-of-processed-issue-bodies-2.0.0.1\"><span class=\"toc-item-num\">2.0.0.1&nbsp;&nbsp;</span>Look at one example of processed issue bodies</a></span></li><li><span><a href=\"#Look-at-one-example-of-processed-issue-titles\" data-toc-modified-id=\"Look-at-one-example-of-processed-issue-titles-2.0.0.2\"><span class=\"toc-item-num\">2.0.0.2&nbsp;&nbsp;</span>Look at one example of processed issue titles</a></span></li></ul></li></ul></li></ul></li><li><span><a href=\"#Define-Model-Architecture\" data-toc-modified-id=\"Define-Model-Architecture-3\"><span class=\"toc-item-num\">3&nbsp;&nbsp;</span>Define Model Architecture</a></span><ul class=\"toc-item\"><li><ul class=\"toc-item\"><li><span><a href=\"#Load-the-data-from-disk-into-variables\" data-toc-modified-id=\"Load-the-data-from-disk-into-variables-3.0.1\"><span class=\"toc-item-num\">3.0.1&nbsp;&nbsp;</span>Load the data from disk into variables</a></span></li><li><span><a href=\"#Define-Model-Architecture\" data-toc-modified-id=\"Define-Model-Architecture-3.0.2\"><span class=\"toc-item-num\">3.0.2&nbsp;&nbsp;</span>Define Model Architecture</a></span></li></ul></li></ul></li><li><span><a href=\"#Train-Model\" data-toc-modified-id=\"Train-Model-4\"><span class=\"toc-item-num\">4&nbsp;&nbsp;</span>Train Model</a></span></li><li><span><a href=\"#See-Results-On-Holdout-Set\" data-toc-modified-id=\"See-Results-On-Holdout-Set-5\"><span class=\"toc-item-num\">5&nbsp;&nbsp;</span>See Results On Holdout Set</a></span></li><li><span><a href=\"#Feature-Extraction-Demo\" data-toc-modified-id=\"Feature-Extraction-Demo-6\"><span class=\"toc-item-num\">6&nbsp;&nbsp;</span>Feature Extraction Demo</a></span><ul class=\"toc-item\"><li><ul class=\"toc-item\"><li><span><a href=\"#Example-1:-Issues-Installing-Python-Packages\" data-toc-modified-id=\"Example-1:-Issues-Installing-Python-Packages-6.0.1\"><span class=\"toc-item-num\">6.0.1&nbsp;&nbsp;</span>Example 1: Issues Installing Python Packages</a></span></li><li><span><a href=\"#Example-2:--Issues-asking-for-feature-improvements\" data-toc-modified-id=\"Example-2:--Issues-asking-for-feature-improvements-6.0.2\"><span class=\"toc-item-num\">6.0.2&nbsp;&nbsp;</span>Example 2:  Issues asking for feature improvements</a></span></li></ul></li></ul></li></ul></div>"
+   ]
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+  {
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+   "execution_count": null,
+   "metadata": {
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+   },
+   "outputs": [],
+   "source": []
+  },
   {
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    "execution_count": 1,
@@ -21,7 +40,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 1. Process Data"
+    "# Process Data"
    ]
   },
   {
@@ -199,7 +218,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 2. Pre-Process Data For Deep Learning\n",
+    "# Pre-Process Data For Deep Learning\n",
     "\n",
     "See [this repo](https://github.com/hamelsmu/ktext) for documentation on the ktext package"
    ]
@@ -393,7 +412,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 3. Define Model Architecture"
+    "# Define Model Architecture"
    ]
   },
   {
@@ -680,7 +699,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 4. Train Model"
+    "# Train Model"
    ]
   },
   {
@@ -763,7 +782,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 5. See Results On Holdout Set"
+    "# See Results On Holdout Set"
    ]
   },
   {
@@ -1522,7 +1541,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 6. Feature Extraction Demo"
+    "# Feature Extraction Demo"
    ]
   },
   {
@@ -1871,6 +1890,21 @@
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