update basic_usage example

examples/basic_usage.ipynb

@@ -629,6 +629,32 @@
     "_Stay tuned for some new features!_"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "e5e0c4ae",
+   "metadata": {},
+   "source": [
+    "---\n",
+    "# Cross-validation with skore"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "09fe42fe",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn import datasets, linear_model\n",
+    "from skore.cross_validate import cross_validate\n",
+    "diabetes = datasets.load_diabetes()\n",
+    "X = diabetes.data[:150]\n",
+    "y = diabetes.target[:150]\n",
+    "lasso = linear_model.Lasso()\n",
+    "\n",
+    "cv_results = cross_validate(lasso, X, y, cv=3)"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "555665f0",

examples/basic_usage.py

@@ -295,6 +295,20 @@ def my_func(x):
 # %% [markdown]
 # _Stay tuned for some new features!_
 
+# %% [markdown]
+# ---
+# # Cross-validation with skore
+
+# %%
+from sklearn import datasets, linear_model
+from skore.cross_validate import cross_validate
+diabetes = datasets.load_diabetes()
+X = diabetes.data[:150]
+y = diabetes.target[:150]
+lasso = linear_model.Lasso()
+
+cv_results = cross_validate(lasso, X, y, cv=3)
+
 # %% [markdown]
 # ---
 # # Manipulating the skore UI