#polars

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Pandas Should Go Extinct

Hacker News·about 2 months ago

#IyQg7hf1

#eddie #pandas #polars #duckdb #dataframe

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Pandas vs Polars vs DuckDB: Which Library Should You Choose?

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Pandas vs Polars vs DuckDB: Which Library Should You Choose?

Analytics Vidhya·Janvi Kumari·5 months ago

#Z7jeiMk7

#analyticsvidhya #pandas #duckdb #polars #dataframe

A comprehensive comparison of pandas, Polars, and DuckDB. Discover the key differences in architecture, performance, and memory usage.

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I built a native C# DataFrame engine to rival Python Polars (it's actually faster on some things)

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I built a native C# DataFrame engine to rival Python Polars (it's actually faster on some things)

DEV Community·Ian Cowley·6 months ago

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#dotnet #csharp #polars #python #glacier

From Dev.to - python: I built a native C# DataFrame engine to rival Python Polars (it's actually faster on some things)

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Using Polars Instead of Pandas: Performance Deep Dive

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Using Polars Instead of Pandas: Performance Deep Dive

KDnuggets·6 months ago

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#python #ai #careeradvice #computervision #datascience

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I Rewrote a Real Data Workflow in Polars. Pandas Didn’t Stand a Chance. | Towards Data Science

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I Rewrote a Real Data Workflow in Polars. Pandas Didn’t Stand a Chance. | Towards Data Science

Towards Data Science·Ibrahim Salami·6 months ago

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#editorspicks #deepdives #newsletter #datascience #pandas

From Towardsdatascience RSS Feed: I Rewrote a Real Data Workflow in Polars. Pandas Didn’t Stand a Chance.

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Taming the Chaos: Cleaning 10M+ Apple Health Records into a Production-Ready Parquet Lakehouse

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Taming the Chaos: Cleaning 10M+ Apple Health Records into a Production-Ready Parquet Lakehouse

DEV Community·Beck_Moulton·6 months ago

#YjQhxfuj

#ai #tutorial #health #polars #apple

From Dev RSS Feed: Taming the Chaos: Cleaning 10M+ Apple Health Records into a Production-Ready Parquet Lakehouse

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Benchmark: Python 3.13 vs. PyPy 7.3 for Pandas 2.2 and Polars 1.0 Data Pipeline Execution Time

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Benchmark: Python 3.13 vs. PyPy 7.3 for Pandas 2.2 and Polars 1.0 Data Pipeline Execution Time

DEV Community·ANKUSH CHOUDHARY JOHAL·6 months ago

#layFC3kS

#benchmark #test #results #python #pypy

From Dev.to - python: Benchmark: Python 3.13 vs. PyPy 7.3 for Pandas 2.2 and Polars 1.0 Data Pipeline Execution Time

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Pandas Should Go Extinct

Pandas vs Polars vs DuckDB: Which Library Should You Choose?

I built a native C# DataFrame engine to rival Python Polars (it's actually faster on some things)

Using Polars Instead of Pandas: Performance Deep Dive

I Rewrote a Real Data Workflow in Polars. Pandas Didn’t Stand a Chance. | Towards Data Science

Taming the Chaos: Cleaning 10M+ Apple Health Records into a Production-Ready Parquet Lakehouse

Benchmark: Python 3.13 vs. PyPy 7.3 for Pandas 2.2 and Polars 1.0 Data Pipeline Execution Time