holos-tda
Python bindings for holos, a Vietoris-Rips persistent homology engine.
The package installs the holos-tda CLI, which prints ripser-compatible
output.
SparseProgram reuses valid articulation-separated atoms and repairs invalid
atoms. It reports exact class continuation and work, and writes portable
program, trace, and intervention artifacts. The optional holos_tda.torch
module computes strict finite H1 endpoint derivatives for distinct edge
weights.
SparseIndex maintains immutable persistence versions over separator
interfaces through the configured dimension. It composes relative filtered
cores, applies atomic active-topology patches, and emits proof records for
the separate checker.
kinetic_zigzag computes exact fixed-scale class dynamics for affine edge
weights. It returns a HOLOSZZ artifact for the separate checker.
intervene_cohomology finds one minimum-cost set of candidate edges across
declared graph scenarios. It returns an exact plan or a checked bound. The
separate checker repeats every fixed-scale cohomology and search step from the
HOLOSCI artifact.
relative_coverage returns an exact fence-filling chain.
synthesize_coverage and synthesize_affine_coverage find a minimum-cost
sensor activation plan across communication states and bounded failures. They
return a HOLOSCOV artifact for the separate checker. Physical coverage is
conditional on the controlled-boundary domain, placement, fence, and
communication assumptions.
pip install holos-tda
python -c "import holos_tda; print(holos_tda.rips_points([[0, 0], [1, 0], [0, 1]]))"
uvx holos-tda points.csv runs the CLI without installing.
Source and docs: https://github.com/t0rsion/holos
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Metadata
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Release files for holos-tda 0.7.0
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Source distribution (sdist)
| File | Size | Uploaded | |
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| holos_tda-0.7.0.tar.gz | 628.0 kB | Details |
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| holos_tda-0.7.0-cp39-abi3-win_amd64.whl | CPython 3.9 | abi3 | Windows x86-64 | Details |
| holos_tda-0.7.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | CPython 3.9 | abi3 | Linux glibc 2.17+ x86-64 | Details |
| holos_tda-0.7.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl | CPython 3.9 | abi3 | Linux glibc 2.17+ ARM64 | Details |
| holos_tda-0.7.0-cp39-abi3-macosx_11_0_arm64.whl | CPython 3.9 | abi3 | macOS 11.0+ ARM64 | Details |
| holos_tda-0.7.0-cp39-abi3-macosx_10_12_x86_64.whl | CPython 3.9 | abi3 | macOS 10.12+ x86-64 | Details |
Total release size: 12.3 MB
Release files / holos_tda-0.7.0.tar.gz
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