fill in all but one line in RNN LT NB

Author: jonkrohn

notebooks/live_training/rnn_in_keras_LT.ipynb

@@ -132,7 +132,14 @@
    },
    "outputs": [],
    "source": [
-    "# CODE HERE"
+    "model = Sequential()\n",
+    "\n",
+    "model.add(Embedding(n_unique_words, n_dim, input_length=max_review_length))\n",
+    "model.add(SpatialDropout1D(drop_embed))\n",
+    "\n",
+    "# CODE HERE\n",
+    "\n",
+    "model.add(Dense(1, activation='sigmoid'))"
    ]
   },
   {
@@ -215,7 +222,9 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "y_hat = model.predict_proba(x_valid)"
@@ -224,7 +233,9 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "plt.hist(y_hat)\n",
@@ -234,7 +245,9 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "\"{:0.2f}\".format(roc_auc_score(y_valid, y_hat)*100.0)"