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I'm familiar with yum, apt-get, virtualenv or conda.

I'm new at this

Rez is used to create reproducible environments, to reliably build or collaborate on projects

Rez takes a request such as..

$ rez env python-3 six-1

..and establishes a corresponding command-line environment.

resolved by marcus@toy, on Tue Jun 25 08:08:36 2019, using Rez v2.32.1

requested packages:
python-3
six-1
~platform==windows       (implicit)
~arch==AMD64             (implicit)
~os==windows-10.0.18362  (implicit)

resolved packages:
arch-AMD64        C:\Users\manima\packages\arch\AMD64                                (local)
platform-windows  C:\Users\manima\packages\platform\windows                          (local)
python-3.7.3      C:\Users\manima\packages\python\3.7.3\platform-windows\arch-AMD64  (local)
six-1.12.0        C:\Users\manima\packages\six\1.12.0                                (local)