Results for real_data_tests

DSFB deterministic residual structuring framework for Upstream and Midstream Oil and Gas systems. A deterministic, read-only, observer-only augmentation layer for typed residual interpretation. The core engine is no_std + no_alloc. Unsafe code is forbidden in the library. Dataset loading, fleet evaluation, reporting, and executable examples are std-gated.

Non-linear optimization problems and solvers for calibration-rs

rvDNA — AI-native genomic analysis. 20-SNP biomarker risk scoring, streaming anomaly detection, 64-dim profile vectors, 23andMe genotyping, CYP2D6/CYP2C19 pharmacogenomics, variant calling, protein prediction, and HNSW vector search in pure Rust.

Pure Rust library for reading whole slide images (digital pathology), including Mirax (.mrxs)

Strongly typed OpenSearch DSL

Caching RPC proxy server for EDB

Rust port of Bismark Perl's deduplicate_bismark script

Framework-agnostic settings management with schema, backup/restore, secrets and derive macro support

Pure Rust port of HMMER 3.4 — biological sequence analysis using profile HMMs

A packet synthesis language

Pure Rust reimplementation of Bio-Formats — read/write scientific image formats

Taxonomic sequence classification system — Rust port of Kraken 2