?? Python Polars 1.0: A new era in data modeling
Clearbox AI
Generate high-quality Synthetic Data to enrich and unlock your AI projects ?
Hi everyone ??
I'm Simona Mazzarino, data scientist at Clearbox AI. Today I want to talk you about an exciting news from the world of data processing: Python Polars 1.0!
The new version
Python Polars has reached an important milestone with the release of version 1.0. Over the past four years, Polars has achieved significant popularity, boasting 27.5K stars on GitHub and over 7 million monthly downloads. It has emerged as a formidable alternative for rapid data modelling.
With the launch of Polars 1.0, the project signals its availability for production environments. Backed by the new company Polars, this release promises improved open-source development and quality. Looking ahead, Polars plans to introduce a redesigned streaming engine and GPU acceleration via NVIDIA RAPIDS, improving performance and scalability.
What's next
For those interested in simplifying data operations, Polars Cloud is on the horizon. This managed service aims to simplify hosting and scalability while contributing to the open-source community.
Have you had a chance to explore Polars 1.0 yet? Share your thoughts!
Source: Polars
Speaking of Polars, if you didn't have the chance to join our latest Linkedin live with CTO Luca Gilli and ?? Luca Baggi about this library, click on the image below to watch it ??
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See you soon!
Simona
AI Engineer @xtream ? Maintainer @functime.ai ??Machine Learning and Statistics @UniMi
3 个月It was a pleasure talking about Polars with Luca! Can’t wait to catch up again ??