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
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
image credit: reddit