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Download and install the Julia JIT compiler from the official Julia release page. or install via Winget (the Julialang.Julia candidate)
Update the Julia registry, by typing update in Pkg mode
Install Julia and Jupyter extensions in VS-Code
Set up interactive kernel in Julia by install IJulia package, Add IJulia package inside Julia.
Add the following environment variable to your system globally JULIA_NUM_THREADS=3,1 on environment variables pop up on windows. Also add the Julia bin folder to PATH env variable in System.
Ensure Julia launches on GPU, by adding the binary program as a desktop application on "Graphics settings" page and selecting "High performance -Nvidia GPU" from Options.
Package set up instructions on windows platforms