rust-numpy VS polars

Compare rust-numpy vs polars and see what are their differences.

rust-numpy

PyO3-based Rust bindings of the NumPy C-API (by PyO3)

polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust (by ritchie46)
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rust-numpy polars
10 144
988 25,298
3.8% 5.7%
6.7 10.0
5 days ago 5 days ago
Rust Rust
BSD 2-clause "Simplified" License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

rust-numpy

Posts with mentions or reviews of rust-numpy. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-27.

polars

Posts with mentions or reviews of polars. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-08.

What are some alternatives?

When comparing rust-numpy and polars you can also consider the following projects:

vaex - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

modin - Modin: Scale your Pandas workflows by changing a single line of code

arrow-datafusion - Apache Arrow DataFusion SQL Query Engine

DataFrames.jl - In-memory tabular data in Julia

datatable - A Python package for manipulating 2-dimensional tabular data structures

Apache Arrow - Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

julia - The Julia Programming Language

RustPython - A Python Interpreter written in Rust

db-benchmark - reproducible benchmark of database-like ops

rayon - Rayon: A data parallelism library for Rust

hdf5-rust - HDF5 for Rust

tidypolars - Tidy interface to polars