ENH: add introductory sentece to the notebook

Vincent Blot · Vincent Blot · commit 7e245b2b4056 · 2022-04-08T17:20:31.000+02:00
diff --git a/doc/Cifar10.rst b/doc/Cifar10.rst
@@ -1,7 +1,11 @@
-
 Estimating prediction sets on the Cifar10 dataset
 =================================================
 
+The goal of this notebook is to present how to use
+:class:`mapie.classification.MapieClassifier` on an object
+classification task. We will build prediction sets for images and study
+the marginal and conditional coverages.
+
 What is done in this tutorial ?
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -976,17 +980,6 @@ different conformal methods.
 
 
 
-.. parsed-literal::
-
-
-
-
-
-.. parsed-literal::
-
-
-
-
 .. image:: Cifar10_files/Cifar10_46_2.png
 
 
diff --git a/notebooks/classification/Cifar10.ipynb b/notebooks/classification/Cifar10.ipynb
@@ -4,7 +4,8 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Estimating prediction sets on the Cifar10 dataset"
+    "# Estimating prediction sets on the Cifar10 dataset\n",
+    "The goal of this notebook is to present how to use :class:`mapie.classification.MapieClassifier` on an object classification task. We will build prediction sets for images and study the marginal and conditional coverages."
    ]
   },
   {

Original file line number	Diff line number	Diff line change
`@@ -4,7 +4,8 @@`
`4`	`4`	`"cell_type": "markdown",`
`5`	`5`	`"metadata": {},`
`6`	`6`	`"source": [`
`7`		`- "# Estimating prediction sets on the Cifar10 dataset"`
	`7`	`+ "# Estimating prediction sets on the Cifar10 dataset\n",`
	`8`	+ "The goal of this notebook is to present how to use :class:`mapie.classification.MapieClassifier` on an object classification task. We will build prediction sets for images and study the marginal and conditional coverages."
`8`	`9`	`]`
`9`	`10`	`},`
`10`	`11`	`{`