rename title

VowpalWabbit · Apr 28, 2024 · 2851d15 · 2851d15
1 parent b37edb2
commit 2851d15
Showing 1 changed file with 56 additions and 11 deletions.
diff --git a/python/docs/source/tutorials/python_simplified_dftovw_tuto.ipynb b/python/docs/source/tutorials/python_simplified_dftovw_tuto.ipynb
@@ -10,7 +10,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "b9a21a43-39ad-4213-9c7f-814bbafd8a54",
    "metadata": {},
    "outputs": [],
@@ -25,7 +25,7 @@
    "id": "fc831353-b5aa-4bb0-a928-c47b340397a5",
    "metadata": {},
    "source": [
-    "### Building the example using `DftoVW.from_column_names`"
+    "### Building simple examples using `DftoVW.from_column_names`"
    ]
   },
   {
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "a31118c2-b315-4129-b28a-2ea37d2dae50",
    "metadata": {},
    "outputs": [],
@@ -90,10 +90,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "id": "2be83f6c-ecaa-45cb-bb3f-2f47827d6016",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['0 | age:27 marital-status=Separated education=HS-grad occupation=Handlers-cleaners hours-per-week:25',\n",
+       " '1 | age:34 marital-status=Married-civ-spouse education=Bachelors occupation=Prof-specialty hours-per-week:40',\n",
+       " '0 | age:44 marital-status=Never-married education=Assoc-voc occupation=Priv-house-serv hours-per-week:25',\n",
+       " '1 | age:38 marital-status=Married-civ-spouse education=Bachelors occupation=Prof-specialty hours-per-week:60',\n",
+       " '0 | age:34 marital-status=Married-civ-spouse education=HS-grad occupation=Other-service hours-per-week:36']"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "converter = DFtoVW.from_column_names(\n",
     "    df=df, y=\"income\", x=[\"age\", \"marital-status\", \"education\", \"occupation\", \"hours-per-week\"], \n",
@@ -114,7 +129,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "c0269980-78b3-4123-84eb-27e0fba929b4",
    "metadata": {},
    "outputs": [],
@@ -155,10 +170,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "id": "90a69d90-a0a6-42d4-8867-5d1b0e73f4ec",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['0 |ns_sociodemo age:27 marital-status=Separated education=HS-grad |ns_job occupation=Handlers-cleaners hours-per-week:25',\n",
+       " '1 |ns_sociodemo age:34 marital-status=Married-civ-spouse education=Bachelors |ns_job occupation=Prof-specialty hours-per-week:40',\n",
+       " '0 |ns_sociodemo age:44 marital-status=Never-married education=Assoc-voc |ns_job occupation=Priv-house-serv hours-per-week:25',\n",
+       " '1 |ns_sociodemo age:38 marital-status=Married-civ-spouse education=Bachelors |ns_job occupation=Prof-specialty hours-per-week:60',\n",
+       " '0 |ns_sociodemo age:34 marital-status=Married-civ-spouse education=HS-grad |ns_job occupation=Other-service hours-per-week:36']"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "from vowpalwabbit.dftovw import SimpleLabel, Namespace, Feature\n",
     "\n",
@@ -181,7 +211,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "id": "f0ed661f-d9a0-4ebb-93b8-f5747347c7b4",
    "metadata": {},
    "outputs": [],
@@ -207,10 +237,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "06aabeab-2365-4f86-bf60-7043b0e59190",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[('ns_job', 'occupation', 0.0),\n",
+       " ('ns_job', 'hours-per-week', 0.0019117757910862565),\n",
+       " ('ns_sociodemo', 'age', 0.001858704723417759),\n",
+       " ('ns_sociodemo', 'marital-status', 0.0),\n",
+       " ('ns_sociodemo', 'education', 0.0)]"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "[\n",
     "    (ns.name, feature.name, model_advanced.get_weight_from_name(feature.name, ns.name))\n",