From a2f2a754dfd8ad82478b792fca0a154afd4316cd Mon Sep 17 00:00:00 2001
From: Avik Pal <avikpal@mit.edu>
Date: Sat, 9 Nov 2024 17:11:18 -0500
Subject: [PATCH] docs: links to various examples of using Reactant

---
 README.md | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/README.md b/README.md
index 62f5c1b0..aaeb38f2 100644
--- a/README.md
+++ b/README.md
@@ -63,3 +63,12 @@ Reactant.set_default_backend("gpu")
 # ones favorite code will now all be executed on GPU, no CUDA.jl dependency even required!
 ```
 
+## High-Level Usage Examples
+
+### Neural Networks
+
+1. [General Usage with Lux.jl](https://lux.csail.mit.edu/stable/manual/compiling_lux_models)
+2. [Compiling NeuralOperators.jl with Reactant](https://docs.sciml.ai/NeuralOperators/stable/tutorials/xla_compilation/)
+3. End-to-End Training & Inference Examples
+    1. [Conv Mixer on CIFAR-10](https://github.com/LuxDL/Lux.jl/tree/main/examples/ConvMixer)
+    2. [Text Generation using NanoGPT](https://github.com/LuxDL/Lux.jl/tree/main/examples/NanoGPT)