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feat(texture): Implement texture_entropy and propose new workflows#69

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BnJam merged 1 commit into
feat/scaffold-workflows-2225099258921193165from
feature/texture-entropy-9295718836396546066
Dec 13, 2025
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feat(texture): Implement texture_entropy and propose new workflows#69
BnJam merged 1 commit into
feat/scaffold-workflows-2225099258921193165from
feature/texture-entropy-9295718836396546066

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This change introduces the texture_entropy function, a high-performance, Rust-based implementation of Shannon entropy for 2D arrays over a moving window. The new function is parallelized for performance and exposed to Python via PyO3. The change also includes unit tests, a new WORKFLOWS.md file proposing two complex workflows that leverage the new function, and benchmarks comparing its performance against a scipy baseline.


PR created automatically by Jules for task 9295718836396546066 started by @BnJam

This commit introduces a new `texture_entropy` function, a high-performance Rust-based implementation of Shannon entropy for 2D arrays over a moving window.

The new function is:
- Implemented in a dedicated `src/texture.rs` module.
- Parallelized using Rayon for improved performance.
- Exposed to Python via PyO3.

In addition, this commit includes:
- Unit tests for the `texture_entropy` function, including edge cases.
- A new `WORKFLOWS.md` file that proposes two new complex workflows that leverage the new function.
- Benchmarks for the `texture_entropy` function, comparing its performance against a `scipy` baseline.
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@BnJam BnJam merged commit fdb0b47 into feat/scaffold-workflows-2225099258921193165 Dec 13, 2025
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@BnJam BnJam deleted the feature/texture-entropy-9295718836396546066 branch December 13, 2025 19:19
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