Modin

Modin is a library designed to speed up Pandas workflows by parallelizing them across all available CPU cores. It acts as a drop-in replacement for Pandas, meaning you can often change a single import statement to see performance improvements. Modin handles the distribution of data and computation automatically, allowing users to scale their existing Pandas code without needing to rewrite it for Dask or Spark. It is an excellent middle-ground for users who want to keep their familiar Pandas syntax while gaining better performance.