Python Binding

Distribution name: nirs4all-core

Import name: nirs4all_core

This binding intentionally avoids the nirs4all import name so it can be installed next to the full Python nirs4all package during parity checks. The canonical source repository is nirs4all-core; only the Python distribution carries the -core suffix because the production nirs4all Python package already owns the bare name.

An additive import facade is available for governed topology work:

n4a mirrors the full nirs4all_core aggregate surface.

Portable Execution

nirs4all_core.run_portable_pipeline(source, dataset) executes the shared portable JSON/YAML subset through the nirs4all-methods Python bindings:

KennardStoneSplitter
StandardNormalVariate / SNV
SavitzkyGolay
sklearn.cross_decomposition.PLSRegression
_range_ sweeps over n_components

Savitzky-Golay defaults to mode="interp" for full Python nirs4all parity and preserves explicit methods-backed modes (mirror, constant, nearest, wrap, interp) plus cval.

The aggregate does not implement numerical kernels. Install the optional methods extra, or make n4m and pls4all importable, before calling it:

python -m pip install "nirs4all-core[methods]"

The strict local parity gate compares all shared fixtures against the full Python nirs4all oracle and reports max prediction/RMSE deltas on failure:

PYTHONPATH=bindings/python/src:/path/to/nirs4all-methods/bindings/python/src \
N4M_LIB_PATH=/path/to/libn4m.so \
NIRS4ALL_CORE_REQUIRE_METHODS_PARITY=1 \
python -m unittest bindings/python/tests/test_execution_parity.py -v

Development Status
- 3 - Alpha
Intended Audience
- Science/Research
Programming Language
Topic
- Scientific/Engineering

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The following attestation bundles were made for nirs4all_core-0.3.13.tar.gz:

Publisher: release-python.yml on GBeurier/nirs4all-core

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

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- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: nirs4all_core-0.3.13.tar.gz
- Subject digest: 92cfab3f383b1013568191529f71356c3a4e1b2717dfddf02a646c9e07e7d5b6
- Sigstore transparency entry: 2549915441
- Sigstore integration time: Aug 21, 2026
Source repository:
- Permalink: GBeurier/nirs4all-core@290ae4c5b05b05fba2187ccac7ee2d1aff8b9ac6
- Branch / Tag: refs/tags/v0.3.13
- Owner: https://github.com/GBeurier
- Access: public
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- Publication workflow: release-python.yml@290ae4c5b05b05fba2187ccac7ee2d1aff8b9ac6
- Trigger Event: push