Non-Negative Least-Squares
Wrapper for native C non-negative least squares (NNLS) algorithm.
Pitch, chroma, chord and key detection: YIN, McLeod, pYIN, HPS, cepstrum, SWIPE, autocorrelation, AMDF, NNLS chroma, chord templates, Krumhansl-Schmuckler
Fast Combinatorial Non-negative Least Squares
Node-only dev-time math utilities for the Energy8 Stake bridge: lookup-table (force matrix) builder
This extension helps you automatically format the publication name. For example: 2017 ABC Conference -> ABC Conference.
Non-Negative Least Squares (nnls)
Pure-Rust port of xCell (Aran et al. 2017) cell-type enrichment — ssGSEA, spillover-corrected — validated for numeric parity against the R xCell package. Built on gsva-rust.
A robust statistics library for regression analysis
Rust implementation of the SplitsTree NeighborNet algorithm.
High-performance optimization algorithms in Rust with Python bindings
Pure-Rust port of quanTIseq (Finotello et al. 2019) immune-cell deconvolution — constrained least squares against the TIL10 signature — validated for numeric parity against the Bioconductor quantiseqr package.
Qwen3 inference engine with Attention Management KV-cache compaction (CUDA + Apple Silicon via MLX)
Time series forecasting library