I got it working by following the instructions to install the Luma library (search for it on Github) and running the following command from the terminal python demo.py --interface spi -- display sh1106 used I do not understand, the screen was only 1 color. I was expecting it to have multiple colors. It wasn't clear to me from the description on this page.
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