Yes, even I asked IRCC on twitter if it is ok to do for points and sponsor my family later, and they said it is fine.You should be fine. There is absolutely no rule that states applying without spouse is a crime.
I googled a lot to find if this is not allowed. I did not find anywhere on canada.ca where this is disallowed.