Hackernews posts about Polars
Polars is an open-source data manipulation library designed to provide high-performance analytics capabilities and improved usability compared to traditional libraries like Pandas.
Related:
Pandas
- Polars GPU Execution. (70% speed up) – by Daniel Beach (dataengineeringcentral.substack.com)
- Airbus B612 Cockpit Font (github.com)
- Das Problem mit German Strings (www.polarsignals.com)
- OOMProf: Profiling on the Brink (www.polarsignals.com)
- The Small Data Showdown '25: Is It Time to Ditch Spark Yet? (milescole.dev)
- Polar Express Russian Fiber Cable (xn--e1ahdckegffejda6k5a1a.xn--p1ai)
- POLAR Loop – Subscription-Free Health Band and Fitness Tracker (www.polar.com)
- PolaroidAI – Transform Your Ideas into Visuals (www.polaroidai.online)
- New EHT Images Reveal Unexpected Polarization Flips at M87 (eventhorizontelescope.org)
- Polar Unveils Whoop-Like Fitness Band Without a Subscription Fee (www.bloomberg.com)
- Proof of concept – Polar bear detection (wildlabs.net)
- Why AI for coding is so polarizing (jampauchoa.substack.com)
- Axis of Evil 2.0 (thedispatch.com)
- Geoengineering will not save humankind from climate change (insideclimatenews.org)
- 1MW Thermal Sand Battery Now in Operation (polarnightenergy.com)
- Polars (pola.rs)
- A bird's eye view of Polars (pola.rs)
- Should you ditch Spark for DuckDB or Polars? (milescole.dev)
- Non-elementary group-by aggregations in Polars vs pandas (labs.quansight.org)
- DuckDB over Pandas/Polars (www.pgrs.net)
- Dataframely: A polars-native data frame validation library (tech.quantco.com)
- Announcing Polars 1.0 (Blog Post) (pola.rs)
- Modern Polars – A side-by-side comparison of the Polars and Pandas libraries (kevinheavey.github.io)
- Polars Pre-release v1.0.0 (github.com)
- Great Tables: The Polars DataFrame Styler of Your Dreams (posit-dev.github.io)
- Python Polars: The Definitive Guide (polarsguide.com)
- GPU Acceleration with Polars (pola.rs)
- Polars releases v1.0.0 – a Pandas alternative (github.com)
- Comparing Clojure's tablecloth to dplyr, Pandas, and Polars (codewithkira.com)
- Polars vs. Pandas for Feature Engineering (www.hopsworks.ai)
- Polars' Rgonomic Patterns (www.emilyriederer.com)
- Analyzing Polarsteps Data of a Six Month Southeast Asia Trip (niekvanleeuwen.nl)
- Polars: Coming from Pandas (docs.pola.rs)
- Polars 0.20 Released (github.com)
- Why I'm Switching to Polars (arilamstein.com)
- Using Polars in a Pandas World (pythonspeed.com)
- Polars Boosted My Algorithm's Speed by 25x (john.soban.ski)