mass-screen-rs
The MUSE data-driven response mask ("mass screen") with a Rust core and a Python API.
mass_screen(response, spectra, threshold=..., fill_value=...) takes the response matrix
[n, m] (spectral pixel × VDEM component) and the spectra [n, b] (spectral pixel × image
pixel) and returns a float32 array [b, m] with 1.0 where a component can produce at least
threshold of signal for that pixel and NaN where it cannot, after replacing spectra <= 0 by
fill_value. It computes the same mask as the PyTorch reference in muse.inversions and
replaces the C++ kernel muse used to build at install time. The tests check it against a recorded
PyTorch mask.
Install
pip install mass-screen-rs
Wheels are published for Linux (x86-64), macOS (arm64) and Windows, Python 3.12 to 3.15.
Development
pip install maturin pytest
maturin develop --release # build into the active environment
cargo test # Rust unit tests
pytest --pyargs mass_screen_rs # Python tests, including parity with the recorded PyTorch mask
prek run --all-files # lint hooks (ruff, docformatter, cargo fmt, clippy, cargo test)
With torch installed, the parity test also checks a fresh random case against PyTorch directly,
and python -m mass_screen_rs.tests.make_torch_reference re-records the reference.
Releases: bump version in Cargo.toml (the only place it is set), merge, then tag vX.Y.Z on
main; the workflow builds the wheels and the sdist and uploads them to PyPI.
1 maintainer
Metadata
1 maintainer
Release files for mass-screen-rs 0.1.0
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| mass_screen_rs-0.1.0.tar.gz | 385.0 kB | With provenance | Details |
Built distributions (wheels)
Total release size: 7.4 MB
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