Top 9 Python polar Projects

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• ibis

  30 5,354 9.9 Python

  the portable Python dataframe library

  

  Project mention: FireDucks: Pandas but 100x Faster | news.ycombinator.com | 2024-11-20

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• Mimesis

  3 4,451 8.1 Python

  Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.

• functime

  5 1,052 9.3 Python

  Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.

  

• jupysql

  8 727 7.9 Python

  Better SQL in Jupyter. 📊

  

  Project mention: Show HN: JupySQL – a SQL client for Jupyter (ipython-SQL successor) | news.ycombinator.com | 2023-12-06

  Hey, HN community!

  We're stoked to launch JupySQL today! JupySQL is an open-source library that brings a modern SQL experience to Jupyter. JupySQL is compatible with all major databases, such as Snowflake, Redshift, PostgreSQL, MySQL, MariaDB, DuckDB, SQL Server, Clickhouse, Trino, and more!

  To get started, check out our tutorial: https://jupysql.ploomber.io/en/latest/quick-start.html

  SQL is the defacto language for data analysis; however, analysis often requires a mix of SQL and Python. JupySQL bridges this gap, allowing users to execute SQL queries seamlessly in Jupyter and continue their analysis in Python. Add %%sql to the top of your cell and start writing SQL.

  Here are some of JupySQL's main features:

  - Syntax highlighting

• narwhals

  2 619 9.9 Python

  Lightweight and extensible compatibility layer between dataframe libraries!

  

  Project mention: Narwhals: Lightweight and extensible compatibility layer between dataframe libs | news.ycombinator.com | 2024-08-29

• datacompy

  4 485 7.9 Python

  Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more!

  

• polars-xdt

  1 190 9.1 Python

  Polars plugin offering eXtra stuff for DateTimes

  

• cuallee

  5 173 9.1 Python

  Possibly the fastest DataFrame-agnostic quality check library in town.

  Project mention: Show HN: Snowflake Data Quality Checks in Python | news.ycombinator.com | 2024-02-11

• lightning-mlflow-hf

  1 54 7.2 Python

  Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow

Python polars related posts

• Farewell Pandas, and thanks for all the fish

  5 projects | news.ycombinator.com | 29 Aug 2024

• Narwhals: Lightweight and extensible compatibility layer between dataframe libs

  1 project | news.ycombinator.com | 29 Aug 2024

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