From 121cc09bd8247ab995ab1eb5601c00afdcfd8c88 Mon Sep 17 00:00:00 2001
From: root
 <root@instance-20240510-133634.us-central1-a.c.salman-test-project.internal>
Date: Fri, 14 Jun 2024 15:19:10 +0000
Subject: [PATCH] preparing a short readme to push create a PR for the MonAI
 tutorial.

---
 examples/monai-2D-mednist/README_MonAI_Tutorial.rst | 13 +++++++++++++
 examples/monai-2D-mednist/client/python_env.yaml    |  2 +-
 2 files changed, 14 insertions(+), 1 deletion(-)
 create mode 100644 examples/monai-2D-mednist/README_MonAI_Tutorial.rst

diff --git a/examples/monai-2D-mednist/README_MonAI_Tutorial.rst b/examples/monai-2D-mednist/README_MonAI_Tutorial.rst
new file mode 100644
index 000000000..a316e7940
--- /dev/null
+++ b/examples/monai-2D-mednist/README_MonAI_Tutorial.rst
@@ -0,0 +1,13 @@
+
+Implementing 2D Classification Model with MedNIST Using FEDn  
+------------------------------------------------------
+
+This example provides a step-by-step guide to deploying and running a 2D classification model using the MedNIST dataset in a federated environment with the `FEDn framework <https://www.scaleoutsystems.com/framework>` developed by `Scaleout Systems <https://www.scaleoutsystems.com/>`. This example builds on the centralized example from the `MonAI project <https://github.com/Project-MONAI/tutorials/blob/main/2d_classification/mednist_tutorial.ipynb>` and adapts it for federated learning settings, utilizing the same code for ease of transition. 
+
+The FEDn framework supports researchers with its robust  `open-source SDK <https://fedn.readthedocs.io/en/stable/quickstart.html>` and a `public SaaS platform <https://fedn.readthedocs.io/en/stable/studio.html>`, enabling scalable and efficient federated learning use cases. 
+
+Getting Started
+---------------
+
+For a step-by-step example guide, click `here <https://github.com/scaleoutsystems/fedn/tree/master/examples/monai-2D-mednist>`. 
+
diff --git a/examples/monai-2D-mednist/client/python_env.yaml b/examples/monai-2D-mednist/client/python_env.yaml
index 7580ffb76..f7660f304 100644
--- a/examples/monai-2D-mednist/client/python_env.yaml
+++ b/examples/monai-2D-mednist/client/python_env.yaml
@@ -2,7 +2,7 @@ name: monai-2d-mdnist
 build_dependencies:
   - pip
   - setuptools
-  - wheel==0.37.1
+  - wheel
 dependencies:
   - torch==2.2.1
   - torchvision==0.17.1