Researchers have used mixed-integer linear programming-based multi-objective optimization to optimize 30,912 unique scenarios showing heat pumps operating in combination with PV power. The ...

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector ...

Learn how to implement SGD with momentum from scratch in Python—boost your optimization skills for deep learning.

Google's open-source Meridian helps marketers build better models, understand lift by channel and finally bring sanity to ...

HiGHS is a high performance serial and parallel solver for large scale sparse linear optimization problems of the form ... Thus HiGHS can solve linear programming (LP) problems, convex quadratic ...

This project consists of a deep dive on multiple linear ... as Python implementations for exploratory data analysis, K-Fold cross-validation and modeling functions as applied to regression of a wine ...