hdmseg
Python bindings for population-consistent spectral segmentation by correspondence-collapsed consensus diffusion.
python -m pip install "hdmseg>=0.2,<0.3"
import hdmseg
segmentation = hdmseg.segment(X) # X has shape (N, M, D)
segmentation.labels # one region id per corresponding locus
The current implementation uses edge-sparse operators and a partial self-adjoint eigensolver for large connected graphs, with an exact dense fallback for small, disconnected, or nonconverged cases. It is frame-free and is not a horizontal or hypoelliptic diffusion-map implementation.
See the repository README and docs/TUNING.md for the method, complete API,
complexity limits, source installation, and development instructions.
1 maintainer
Metadata
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Release files for hdmseg 0.2.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
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Built distributions (wheels)
| File | Actions Reset | |||
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| hdmseg-0.2.0-cp39-abi3-win_amd64.whl | CPython 3.9 | abi3 | Windows x86-64 | Details for hdmseg-0.2.0-cp39-abi3-win_amd64.whl |
| hdmseg-0.2.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | CPython 3.9 | abi3 | Linux glibc 2.17+ x86-64 | Details for hdmseg-0.2.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
| hdmseg-0.2.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl | CPython 3.9 | abi3 | Linux glibc 2.17+ ARM64 | Details for hdmseg-0.2.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
| hdmseg-0.2.0-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl | CPython 3.9 | abi3 | macOS 10.12+ x86-64, macOS 10.12+ universal2 (ARM64, x86-64), macOS 11.0+ ARM64 | Details for hdmseg-0.2.0-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl |
Total release size: 4.5 MB
Release files / hdmseg-0.2.0.tar.gz
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