Modin
Modin is an open-source Python library designed to accelerate pandas workflows by leveraging the power of parallel and distributed computing. It is compatible with pandas, one of the most widely used data manipulation libraries in Python, and aims to provide a drop-in replacement for pandas DataFrames that can handle larger datasets and perform operations more efficiently.
The primary goal of Modin is to enable users to continue using the pandas API they are
Modin achieves this by using a flexible backend architecture. By default, it uses Ray, a distributed computing
One of the key features of Modin is its ease of use. Since it maintains the pandas
Modin is actively developed and maintained by the open-source community, with contributions from various individuals and