Replace pandas with Polar #1
Description
I've been looking into alternatives for pandas lately. Found this summary from Python Weekly. Seems like pandas itself is already quite optimized. However, there is a new Rust alternative called Polars which basically uses lazy-loading. Maybe this could be a way for us to speed up some computations like mean groupby.