Table of Contents 📋 Section Contents 1. JAX + Flax 2. Graph Neural Networks 3. Quadratic Unconstrained Binary Optimization JAX + Flax JAX for the Impatient Managing Parameters and State Getting started: MNIST in Flax Graph Neural Networks Tutorial 7: Graph Neural Networks from University of Amsterdam Creating Message Passing Networks Quadratic Unconstrained Binary Optimization pyQUBO List of QUBO formulations QUBO formulations for NP-Hard spanning tree problems