New Additions
Official documentation
- Talk about Polars at EuroPython Conference 2023 ⏳
28 min- Talk by @ritchie46 that introduces Polars and some of its design decisions.
Python
- Python package functime - Machine learning Python package built on Polars for time-series predictions by @neocortexdb. According to the developpers, it's the world's fastest and most feature-full machine learning forecasting library !
Blog posts
- Enhancing Data Analytics with Polars and MinIO - A blog post that explains how to use Polars with Minio’s open-source object storage by @IndexSeek.
- Using Polars with Snowflake - A blog post that shows how to use Polars with Snowflake by @IndexSeek.
- Partitioning Polars DataFrame on S3 with Apache Arrow - A blog post that explains how to partition large Polars DataFrames in AWS S3 by Matteo Arellano.
- Goodbye Spark. Hello Polars + Delta Lake - An article that presents how to use Polars in addition to Delta Lake by @danielbeach.
- How to learn Polars with ChatGPT? - An article that explains how to learn fundamental Polars concepts with ChatGPT by Suhith Illesinghe.
Talks and videos
- Polars DataFrame ⏳ 41 min - A video that shows some basic manipulations with Polars and Python by @vedica1011. Notebook used for the video in this github repo.
- Why I switched grom Pandas to Polars ⏳ 53 min - A workshop that breaks down the 3 reasons why you could switched from Pandas to Polars by @bfeif. Notebook used for the video in this github repo.
- Delimiters in Python Polars ⏳ 15 min - A video that explains how to use delimiters in Python Polars by @CodeKlaudia.
- Intro to Polars ⏳ 7 videos - A playlist of 7 videos that introduces the basic concepts of Polars (DataFrames, filtering, splitting...) by Joram Mutenge.
- Machine Learning with Polars ⏳ 6 videos - A playlist of 6 videos that analyzing and cleaning data using Polars to train machine learning models by Joram Mutenge.
- Pandas and Polars with Marco Gorelli ⏳
55 min- A podcast by The Developers' Bakery that compares the performance of Polars to Pandas by @MarcoGorelli.
What's Changed
- Broken link to functime org by @ddotta in #167
- Add blog post about using Polars and MinIO by @ddotta in #169
- Add talk by @ritchie46 at EuroPython Conference 2023 by @ddotta in #171
- Add blog post about using Polars with Snowflake by @ddotta in #173
- Add video by @vedica1011 by @ddotta in #176
- Add video by @bfeif by @ddotta in #177
- Add video about delimiters by @CodeKlaudia by @ddotta in #179
- Add blog post about partitionning Polars DataFrames in AWS S3 by @ddotta in #181
- Add blog post about Polars + Delta Lake by @ddotta in #184
- Add introduction playlist to Polars by Joram Mutenge by @ddotta in #187
- Add machine learning playlist by Joram Mutenge by @ddotta in #188
- Add blog post about learning Polars with ChatGPT by @ddotta in #190
- Add podcast by @MarcoGorelli by @ddotta in #192
Full Changelog: 2023-09-14...2023-10-19