Data Science & Numerical Computing Packages
Numerical computing, dataframes, and scientific-analysis libraries used across research and production data pipelines (NumPy, pandas, SciPy).
Packages in Data Science & Numerical Computing
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PySpark
Python API for Apache Spark, the unified engine for large-scale distributed data processing
Apache DataFusion
The extensible, Arrow-native SQL and DataFrame query engine for building fast analytical systems in Rust.
marimo
A reactive Python notebook that's reproducible, git-friendly, and deployable as scripts or apps.
Ibis
A portable Python dataframe library with a lazy expression API across 20+ backends.
chDB
In-process OLAP SQL engine powered by ClickHouse, embedded directly in Python
ConnectorX
The fastest, most memory-efficient way to load data from databases into Python and Rust DataFrames.