Discover the Equations Behind Your Data
LYNX is symbolic regression software that automatically discovers the mathematical formulas governing your experimental data — directly from your data.
Using an evolutionary search strategy, LYNX explores millions of candidate equations to uncover relationships between your inputs and outputs. With each generation, the software converges toward simpler, more accurate, and more interpretable formulas that explain how your system truly works.
If a meaningful equation exists in your data, LYNX will find it.
From Data to Deployable Equations
Provide LYNX with your known input variables and corresponding outputs, and it will:
- Identify the most relevant inputs
- Discover the equation that best models your system
- Deliver a human-readable formula—not a black box
Once discovered, your equation can be applied to new scenarios with unknown outputs, enabling prediction, optimization, and scientific insight.
LYNX supports up to 100 input variables and a single output variable, dynamically including or excluding inputs as it searches for the most accurate and parsimonious model.
Built for Performance, Privacy, and Control
LYNX runs as desktop software, using your local CPU to efficiently evaluate millions of candidate formulas. No cloud compute. No subscriptions tied to usage. No hidden data transfer.
- Fully offline after installation
- Runs on air-gapped systems
- Your data never leaves your machine
This makes LYNX ideal for proprietary, regulated, or sensitive research environments.
For Researchers, Engineers, and Curious Minds
Whether you’re a hobbyist data scientist, an engineering team, or a nationally recognized research institution, LYNX helps uncover previously unknown, scientifically valid relationships hidden inside your data.
Our mission is simple:
to help humanity discover as many real, interpretable algorithms as possible through symbolic regression.
And when you discover something remarkable, we’d love to hear about it. Your findings inspire us—and may even join our growing collection of discoveries that LYNX helped make possible.
