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Symbolic Regression

2 GoKawiil briefs on this topic

New Rust tool Keplearn derives equations from raw data tables

Keplearn is a symbolic regression engine, written in Rust, that reads CSV or TSV data from stdin and outputs candidate closed-form equations as JSON. It ships as a single static binary with no dependencies, runs deterministically so identical inputs always produce identical outputs, and is designed to resolve exact laws within milliseconds while using a timeout for harder cases.

PySR symbolic regression library adds pip install and AI coding-agent skill

PySR, an open-source symbolic regression tool built on the Julia library SymbolicRegression.jl, is now installable via pip or conda, with Julia dependencies set up automatically on first import. Its documentation also highlights a new installable 'skill' for AI coding agents, added via npx, to guide automated use of PySR, alongside existing Docker and Apptainer container support.