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Julia Resources

GPU

• GPU memory
• Writing practical CUDA kernels
• A deep-dive into CUDA.jl

Optimization

• JuMP basics
• JuMP with conic problems
• Conic programming
• Example: largest eingenvalue of symmetric matrix

SciML

• Optimizing serial code
• Automatic differentiation
• Neural and Universal Ordinary Differential Equations: Part 01
• Neural and Universal Ordinary Differential Equations: Part 02

Quantum

• Quantum Ising Model
• Ising transition with machine learning

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GPU memory