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+# Kompute Python Example
+
+This folder contains the accompanying code for the article "High Performance Python for GPU Accelerated Machine Learning in Cross-Vendor GPUs".
+
+The easiest way to try this example is by using the [Google Binder Notebook](https://colab.research.google.com/drive/15uQ7qMZuOyk8JcXF-3SB2R5yNFW21I4P), which will allow you to use a GPU for free. 
+
+<img src="https://raw.githubusercontent.com/EthicalML/vulkan-kompute/python_extensions/docs/images/binder-python.jpg">
+
+Alternatively if you want to test the example yourself you can follow the following links:
+
+1. Install the Kompute Python Package
+2. Run the Array Multiplication Code
+3. Run the Logistic Regression Code
+
+