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Implement a vptree specialized for vector data #111

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lucasimi opened this issue Jun 12, 2024 · 0 comments
Open

Implement a vptree specialized for vector data #111

lucasimi opened this issue Jun 12, 2024 · 0 comments
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enhancement New feature or request

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@lucasimi
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The current implementation of proximity search is generic, allowing it to work with any pseudo-metric regardless of the nature of the data. However, the most common use case for Mapper involves tabular data or numpy arrays.

Proximity search, as implemented in proximity-net, could be enhanced by developing a specialized version of vptree optimized for numpy arrays. Potential improvements could include using numba or a Rust backend for vptrees.

@lucasimi lucasimi added the enhancement New feature or request label Jun 12, 2024
@lucasimi lucasimi self-assigned this Jun 12, 2024
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