Use Cases

Fourteen real workloads, each pushing linaldb into a genuinely different domain: no synthetic toy examples, no cherry-picked results. Every one is adapted from a real, fully-executed notebook in the linal-hub suite, cross-checked against numpy (or, where applicable, known analytical facts) at every step. Seven real engine bugs were found (and fixed) building these.

Use case	Domain
Product Catalog Search	Hybrid tables + similarity search
Leukemia Subtype Classification	Genomics
Gravitational-Wave Detection	Astrophysics
Convolution via MATMUL	Computer vision
Lineage & Linear Algebra	Provenance
LLM Weight Compression	ML / NLP
Single-Cell PCA	Genomics
Production Network Risk	Economics
Movie Recommender	Recommender systems
Manufacturing Quality Control	Industrial / process engineering
Dynamical Systems & Chaos	Pure mathematics
Climate Science Reanalysis	Climate science
Astronomy Catalog Hybrid Search	Astronomy
Control Systems Stability	Control engineering

Each page links to the full source notebook and a “Try it in the Playground” deep link that pre-loads a small, self-contained version of that use case’s real query.