No, as far as I understand it, it isn’t something we invented. It is rather a placeholder for observations we made. In many different contexts we observe something that is matter but that doesn’t seem to interact with anything else. We call this dark matter. And then there are theories of dark matter that try to explain the observations of dark matter. But dark matter is that what we observe, not a theory or invention.