awesome-polars
github.com/ddotta/awesome-polars ↗A curated list of Polars talks, tools, examples & articles. Contributions welcome !
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Installation instructions →What's inside
Resources
- #100DaysOfPolars articlesTutorials & workshops
List of articles published by
- 10 Polars Tools and Techniques To Level Up Your Data Science - Talk Python To Me Ep.510Talks and videos
A video in which Christopher Trudeau shares his recent work with Polars and highlights a collection of complementary Polars extensions and libraries by
- 15 Pandas ↔ Polars ↔ SQL ↔ PySpark TranslationsBlog posts
A post that depicts the 15 most common tabular operations in Polars and their corresponding translations in Pandas, SQL and PySpark by
- 7 Easy Steps To Switch From Pandas to Lightning Fast Polars And Never ReturnBlog posts
A cheat sheet blog post of the most common Pandas operations translated into Polars by
- 8 ways pandas really losing to Polars for quick market data analysisBlog posts
A newsletter that compares the performance of Polars to Pandas for many common data manipulation techniques by
- Age of DataFrames II: Polars EditionBlog posts
A blog post that illustrates the features of Polars through the analysis of a tournament from the video game Age of Empires II by [@woutergins]. Source code available
Follow
- Alexander Beedie (@alexander-beedie)
Contributor to Polars projects
- Eitsupi (@eitsupi)
Contributor to R Polars project
- Etienne Bacher (@etiennebacher)
Contributor to R Polars project
- Marco Edward Gorelli (@MarcoGorelli)
Contributor to Polars projects
- PolarsCodeAcademy
Youtube Channel with thematic videos about Polars
Official documentation
- Blog posts from Polars
Official blogs posts from Polars.
- Documentation
Official user guide for Python, Rust and R.
- Documentation for Node.js API
Official API Reference for Node.js.
- Documentation for Python API
Official API Reference for Python.
- Documentation for R API
Official API Reference for R.
- Documentation for Rust API
Official API Reference for Rust.
Official news
Libraries/Packages/Scripts
- catfactPolars plugins
Python package for working with categorical data in Polars DataFrames by
- cerburusPolars plugins
Python package that prints Polars DataFrames with hierarchical headers by
- daffyPolars plugins
Decorator-first DataFrame contracts/validation (columns/dtypes/constraints) at function boundaries. Supports Polars/Pandas/PyArrow/Modin by
- dataframelyPolars plugins
Polars plugin that provides schema and other rule validation for Polars DataFrames by
- difflyPolars plugins
Python utility for programatically identifying differences between Polars DataFrames including schema differences, row-level mismatches, and column value changes by
- excelsiorPolars plugins
High-performance library for modifying Excel files with Polars.
Contributing
- Damien Dotta (@ddotta)
Maintainer of Awesome Polars list
Tools Built with Polars
- octopolars
Pull, filter, and walk a GitHub user's repositories with Polars by
Showing a sample of 313 resources. View the full list on GitHub →