⚡ Next-Generation Data Manipulation Engines
- Polars (
pola-rs/polars): A lightning-fast DataFrame library written in Rust and built on top of the Apache Arrow memory model. It utilizes strict multi-threading and lazy query optimization to drastically outperform traditional data manipulation tools.
👉 pola-rs/polars GitHub Repository [1, 2, 3, 4, 5] - Modin (
modin-project/modin): A research project aimed at speeding up your Pandas workflows by automatically distributing the computation across all available CPU cores using Ray or Dask as a backend.
👉 modin-project/modin GitHub Repository [1, 2, 3, 4]