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Closes #1055
Due to multiple issues with Travis we've had in the past and its unreliability, I decided to try out GitHub Actions which offers us the three OSes we need for free (Windows, macOS and Linux). It seems to work well and the tests are passing!
There are still some things missing from this PR until it gets ready for review:
Be aware that this branch will be rebase on top of master frequently.