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
- Coastal Mountain Walks: Exploring Google Fit Data with Polars and Altair (exploring-data.com)
- Show HN: Colnade – Type-Safe DataFrames for Python (github.com)
- Poor Man's Polaroid (boxart.lt)
- Polar Factor Beyond Newton-Schulz – Fast Matrix Inverse Square Root (jiha-kim.github.io)
- Local governments provide proof that polarization is not inevitable (theconversation.com)
- Political polarization in Pittsburgh is rooted in economic neglect (theconversation.com)
- Show HN: I got tired of rewriting webhook verification for every provider (tern.hookflo.com)
- Show HN: PingMeBud – A macOS app that listens to meetings so you don't have to (www.pingmebud.com)
- Show HN: Visualize sentiment of Hacker News comment threads (hst.experimentarea.com)
- Show HN: MOCC – Turn your MRR or follower milestones into beautiful mockups (mocc-delta.vercel.app)
- Show HN: A tool for arranging photos for home-printing without wasting paper (dj-louw.github.io)
- Show HN: AeroBase – aerobic base tracking for Garmin runners (aerobase.run)
- Show HN: Generative Art Shaders (fxy.art)
- Behind the Curtain: America's big lie (www.axios.com)
- 650GB of Data (Delta Lake on S3). Polars vs. DuckDB vs. Daft vs. Spark (dataengineeringcentral.substack.com)
- 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)
- You Probably Don't Need to Switch from Pandas to Polars (datamethods.substack.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)
- Bringing Polars to .NET (github.com)
- Polars' Rgonomic Patterns (www.emilyriederer.com)
- Analyzing Polarsteps Data of a Six Month Southeast Asia Trip (niekvanleeuwen.nl)
- Why I'm Switching to Polars (arilamstein.com)