Material for SciML Workshop at the South African Numerical and Applied Mathematics 2024 (SANUM2024) Conference.
- Introduction to Julia (Solutions)
- Dual Numbers and ForwardDiff.jl (Solutions)
- Reverse-mode automatic differentiation and Zygote.jl (Solutions)
- Solving differential equations in DifferentialEquations.jl (Solutions)
- Neural Networks and Lux.jl (Solutions)
- Neural Differential Equations and DiffEqFlux.jl (Solutions)