Polars — A Lightning-Fast DataFrame Library

Polars is a DataFrame library written in Rust with a Python API. It's dramatically faster than pandas for most workloads. Lazy evaluation, SIMD, and zero-copy Arrow memory mean you can process large datasets without running out of RAM. Worth trying if you're still reaching for pandas by default.