Merge pull request pinecone-io#39 from pinecone-io/update/it-threat-d…

…etection

Update it threat detection notebook

it_threat_detection/it_threat_detection.ipynb

@@ -107,7 +107,7 @@
     "import pandas as pd\n",
     "import seaborn as sns\n",
     "from tensorflow import keras\n",
-    "from keras.models import Model\n",
+    "from tensorflow.keras.models import Model\n",
     "import tensorflow.keras.backend as K\n",
     "from sklearn.metrics import accuracy_score, precision_score, recall_score\n",
     "from sklearn.metrics import confusion_matrix"
@@ -847,7 +847,7 @@
    "source": [
     "NUMBER_OF_ITEMS = len(items_to_upload)\n",
     "\n",
-    "for batch in chunks(items_to_upload[:NUMBER_OF_ITEMS], 100):\n",
+    "for batch in chunks(items_to_upload[:NUMBER_OF_ITEMS], 50):\n",
     "    index.upsert(vectors=batch)"
    ]
   },
@@ -883,7 +883,7 @@
     }
    ],
    "source": [
-    "index.summarize()"
+    "index.describe_index_stats()"
    ]
   },
   {
@@ -1766,6 +1766,13 @@
    "source": [
     "pinecone.delete_index(index_name)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -1796,7 +1803,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.9"
+   "version": "3.7.11"
   },
   "widgets": {
    "application/vnd.jupyter.widget-state+json": {