diff --git a/README.md b/README.md
index d82d5c3e..26038896 100644
--- a/README.md
+++ b/README.md
@@ -64,7 +64,7 @@ To use Scholar inside code notebooks, run:
 
 ```elixir
 Mix.install([
-  {:scholar, "~> 0.2.1"},
+  {:scholar, "~> 0.3.0"},
   {:exla, ">= 0.0.0"}
 ])
 
diff --git a/mix.exs b/mix.exs
index ef09d13d..77a62019 100644
--- a/mix.exs
+++ b/mix.exs
@@ -60,6 +60,7 @@ defmodule Scholar.MixProject do
         "notebooks/k_means.livemd",
         "notebooks/k_nearest_neighbors.livemd",
         "notebooks/linear_regression.livemd",
+        "notebooks/manifold_learning.livemd",
         "notebooks/mds.livemd",
         "notebooks/nearest_neighbors.livemd"
       ],