Why marketing mix modeling is still hard to get right

Open-source tools have made MMM more accessible, but reliable results still depend on clean data, thoughtful modeling, and ...
GitHub

LPBF Optimizer

This project implements a physics-informed neural network (PINN) that acts as a surrogate model for predicting key outcomes of the LPBF process (residual stress, porosity, geometric accuracy) based on ...
IEEE

Neural Net-Enhanced Competitive Swarm Optimizer for Large-Scale Multiobjective Optimization

Abstract: The competitive swarm optimizer (CSO) classifies swarm particles into loser and winner particles and then uses the winner particles to efficiently guide the search of the loser particles.
IEEE

A Competitive and Cooperative Swarm Optimizer for Constrained Multiobjective Optimization Problems

Abstract: Solving multiobjective optimization problems (MOPs) through metaheuristic methods gets considerable attention. Based on the classical variation operators, several enhanced operators, as well ...
GitHub

A collection of simple python mini projects to enhance your Python skills.

Select an issue and ask to be assigned to it. Check existing scripts in the projects directory. Star this repository. On the python-mini-projects repo page, click the Fork button. Clone your forked ...