Add header explaining what the space does

app.py

@@ -53,6 +53,15 @@ def get_clusters_plot(n_blobs, quantile, cluster_std):
 
 
 with gr.Blocks() as demo:
+    gr.Markdown(
+        """
+            # Mean Shift Clustering
+
+            This space shows how to use the [Mean Shift Clustering](https://scikit-learn.org/stable/modules/generated/sklearn.cluster.MeanShift.html) algorithm to cluster 2D data points. You can change the parameters using the sliders and see how the model performs.
+            
+            This space is based on [sklearn's original demo](https://scikit-learn.org/stable/auto_examples/cluster/plot_mean_shift.html#sphx-glr-auto-examples-cluster-plot-mean-shift-py)
+            """
+    )
     with gr.Row():
         with gr.Column(scale=1):
             n_blobs = gr.Slider(