From 32a5b56f58d7d6fbff29700f8cfcf5b1de40faac Mon Sep 17 00:00:00 2001
From: Santiago Imelio <82551777+santiago-imelio@users.noreply.github.com>
Date: Sat, 1 Jun 2024 14:09:57 -0300
Subject: [PATCH] use Nx.BinaryBackend for cv notebook (#274)

---
 notebooks/cv_gradient_boosting_tree.livemd | 14 +++-----------
 1 file changed, 3 insertions(+), 11 deletions(-)

diff --git a/notebooks/cv_gradient_boosting_tree.livemd b/notebooks/cv_gradient_boosting_tree.livemd
index b029cc73..26e413eb 100644
--- a/notebooks/cv_gradient_boosting_tree.livemd
+++ b/notebooks/cv_gradient_boosting_tree.livemd
@@ -3,14 +3,13 @@
 ```elixir
 Mix.install([
   {:scholar, "~> 0.2.0"},
-  {:explorer, "~> 0.6.1"},
-  {:exla, "~> 0.6.0"},
-  {:nx, "~> 0.6.0", override: true},
   {:exgboost, "~> 0.3"},
   {:req, "~> 0.3.9"},
   {:kino_vega_lite, "~> 0.1.9"},
   {:kino, "~> 0.10.0"},
-  {:kino_explorer, "~> 0.1.7"}
+  {:kino_explorer, "~> 0.1.7"},
+  {:nx, "~> 0.7.2"},
+  {:explorer, "~> 0.8.2"}
 ])
 ```
 
@@ -23,13 +22,6 @@ require Explorer.DataFrame, as: DF
 require Explorer.Series, as: S
 ```
 
-And let's configure `EXLA` as our default backend (where our tensors are stored) and compiler (which compiles Scholar code) across the notebook and all branched sections:
-
-```elixir
-Nx.global_default_backend(EXLA.Backend)
-Nx.Defn.global_default_options(compiler: EXLA)
-```
-
 We are going to work with [Medical Cost Personal Datasets](https://www.kaggle.com/datasets/mirichoi0218/insurance) to predict medical charges that were applied to each person from the dataset. Let's download it:
 
 ```elixir