Autonomous Ad Budget Allocation with LLM x Mathematical Optimization: A 'Zero-Hallucination' Marketing AI Architecture using LangGraph and PuLP

Is it really safe to let an LLM directly control a company's advertising budget?When marketers or business leaders ask this ...
Open Source For You

SageMath: The Laboratory For Scientific Computing

We began this series with a simple question: why should someone already fluent in Python bother learning SageMath? Fourteen ...
GitHub

operations-research

The open source Solver AI for Java and Kotlin to optimize scheduling and routing. Solve the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning ...
GitHub

linear-programming

Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne ...