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Tag: Python data science, Polars, DuckDB, JAX, Dask, Ray, pandas alternative, 2026 Python ecosystem

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3 min read · Feb 3, 2026

The 2026 Python Data Science Stack: Beyond Pandas and Scikit-Learn — What’s New in the Ecosystem?

The Python data science stack is evolving fast in 2026. From Polars replacing pandas to DuckDB for in-process analytics and…

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