From f6427e2d57bd63fab4d93bf99fa0ff0469dcc320 Mon Sep 17 00:00:00 2001
From: peterdavidfagan <peterdavidfagan@gmail.com>
Date: Mon, 7 Aug 2023 17:29:08 +0100
Subject: [PATCH] fix typo neutral -> neural

---
 docs/guides/dropout.rst | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/guides/dropout.rst b/docs/guides/dropout.rst
index efe7bc88ab..2f48594da8 100644
--- a/docs/guides/dropout.rst
+++ b/docs/guides/dropout.rst
@@ -23,7 +23,7 @@ Split the PRNG key
 
 Since dropout is a random operation, it requires a pseudorandom number generator
 (PRNG) state. Flax uses JAX's (splittable) PRNG keys, which have a number of
-desirable properties for neutral networks. To learn more, refer to the
+desirable properties for neural networks. To learn more, refer to the
 `Pseudorandom numbers in JAX tutorial <https://jax.readthedocs.io/en/latest/jax-101/05-random-numbers.html>`__.
 
 **Note:** Recall that JAX has an explicit way of giving you PRNG keys:
@@ -291,4 +291,4 @@ More Flax examples that use Module ``make_rng()``
 *************************************************
 
 * Defining a prediction token in a decoder of a
-  `sequence-to-sequence model <https://github.com/google/flax/blob/main/examples/seq2seq/models.py>`__.
\ No newline at end of file
+  `sequence-to-sequence model <https://github.com/google/flax/blob/main/examples/seq2seq/models.py>`__.