Suggest a crate for probability distributions

Who can suggest a good crate with probability distributions like Exponential, Gamma, Poisson and so on? From the crate I need some probability moments, like mean, median, and functions like PDF, CDF, PPF. Something like scipy.stats from the Python world.

I tried to play with statrs, but it has inaccurate calculations at some points and seems outdated since there have been no commits to master for 10 months.

Would rv give you what you want?

Disclaimer: I work for the company that produced this, though I did not write it myself.

Yes, it looks exactly like what I need. I'll give it a shot.