Neural Differential Equations in Julia

Exploring the Flux.jl and DiffEqFlux.jl packages. Material for the VSM Student Retreat 2020

Local install

• Install Julia
• Optional: Install NVIDIA driver and matching CUDA toolkit
• Start interactive session (REPL)
• Create new enviroment

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activate my_env

• Install IJulia Notebooks and other required packages

add IJulia, DiffEqFlux, DifferentialEquations, Plots, Optim, PlotlyJS, ORCA, Random, CuArrays

• Exit the package manager (ctrl+C) and start the notebook

using IJulia
notebook(dir="./path_to_my_env")

Cloud Solutions

• JuliaBox
• Julia in Google Colab

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image credit: reddit