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Structure-preserving, certificate-aware, multi-backend energy compiler for optimization, constraint solving, and ML subproblems.

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EnergyIR

Measurement-first efficiency tooling for numerical and ML Python.

pip install energyir installs the energy CLI — diagnostic tools that measure-verify performance/energy fixes in your numpy / PyTorch / JAX / pandas code, plus BLAS, dependency-upgrade, and CVE-reachability checks, and a reuse runtime. Diagnosis and measurement are free; advanced optimization features are licensed.

Documentation is provided separately to licensed users.

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