Tag: numba

All the articles with the tag "numba".

• Vectorization in Python — NumPy vs Pandas vs Polars vs Numba

  Posted on:April 14, 2025 |  at 10:00 AM

  Systematic benchmarks comparing four vectorization approaches across different dataset sizes and operation types. When to use NumPy directly, when Polars wins, and when Numba's JIT compilation is the only answer.