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Complex Dot-Products and Geo-Spatial Analysis #98

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Merged
merged 27 commits into from
Mar 13, 2024
Merged

Complex Dot-Products and Geo-Spatial Analysis #98

merged 27 commits into from
Mar 13, 2024

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ashvardanian
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@ashvardanian ashvardanian commented Mar 12, 2024

This is a packed redesign! Let's start with what's cool about it and later cover the mechanics.

  1. Extends dot products covering the entire matrix:
    • all IEEE 754 floating-point formats (f16, f32, f64)
    • real, complex, complex-conjugate dot-products
    • Arm NEON & SVE, x86 Haswell, Skylake, Ice Lake, Sapphire Rapids
  2. Add support for complex32 Python type ... that:

SimSIMD is now the fastest and most popular library for computing half-precision products/similarities for Fourier Series and other complex data 🥳

@ashvardanian ashvardanian merged commit c8f1f35 into main Mar 13, 2024
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🎉 This PR is included in version 4.0.0 🎉

The release is available on GitHub release

Your semantic-release bot 📦🚀

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