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Project description
sciprs
scipy but really written in pure Rust. Checkout sci-rs for Rust implementations behind the Python interface
Why sciprs instead of scipy
scipy is largely written in Python and Pyrex. scipy is great for research and x86_64 servers. Rust is a cross platform language that provides both performance improvements and portability to scipy.
sciprs acts as the wrapper around a library that is ready to translate directly into embedded, mobile, or server deployments without loosing the agility of Python's powerful interactive scripting abilities.
How to use sciprs
Change you scipy import to sciprs. sciprs strives to provide the same functionality as scipy without compromising with a rich history of documentation and published research.
from scipy.signal import sosfilt, butter
becomes
from sciprs.signal import sosfilt, butter
Installation
Install the package from PyPi like usual, sciprs. The GitHub Actions will generate a compiled wheel for most major platforms each release.
pip3 install sciprs
Compilation from source
maturin provides the build system hooks with pyo3 as the intermediate between Python and Rust
maturin build
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