diff --git a/README.md b/README.md
index 20ef6d5ee..88e47e944 100644
--- a/README.md
+++ b/README.md
@@ -3,11 +3,9 @@
 This repository contains code samples for my book on ["Neural Networks
 and Deep Learning"](http://neuralnetworksanddeeplearning.com).
 
-The code is written for Python 2.6 or 2.7. Michal Daniel Dobrzanski
-has a repository for Python 3
-[here](https://github.com/MichalDanielDobrzanski/DeepLearningPython35). I
-will not be updating the current repository for Python 3
-compatibility.
+The code is written for Python 2.6 or 2.7. There is a version for 
+Python 3.8-3.10 [here](https://github.com/unexploredtest/neural-networks-and-deep-learning). 
+I will not be updating the current repository for Python 3 compatibility.
 
 The program `src/network3.py` uses version 0.6 or 0.7 of the Theano
 library.  It needs modification for compatibility with later versions
@@ -21,7 +19,7 @@ free to fork and modify the code.
 
 MIT License
 
-Copyright (c) 2012-2018 Michael Nielsen
+Copyright (c) 2012-2022 Michael Nielsen
 
 Permission is hereby granted, free of charge, to any person obtaining
 a copy of this software and associated documentation files (the