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 ...
GitHub

mixed-integer-programming

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable ...
GitHub

Process Intelligence Research

Welcome to the official GitHub organization for Process Intelligence Research (https://www.pi-research.org/) — where cutting-edge machine learning meets chemical ...