Use the NUGET_PACKAGES environment NUGET_PACKAGES and set it to the path you prefer.
In particular, open System Properties, create user environment variables called NUGET_PACKAGES and set the path of your choice for them.

You will need to restart Visual Studio and any other programs to view the updated environment variable.
This works with Nuget 3.3 / .NET Core RC1.
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