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

Learn how to implement Adam optimization from the ground up in Python! This step-by-step guide will walk you through the ...

(Num = Numerical, Sci = Scientific) NumPy is a library for the Python programming language ... SciPy contains modules for optimization, linear algebra, integration, interpolation, special functions, ...

It also introduces them to basic computer programming and ... coding in python, machine learning, and optimization. CS 51400/MA 51400 - Numerical Analysis Iterative methods for solving nonlinear ...

Integer Linear Programming: Basics, Branch-and-Bound, Cutting Plane Methods. Combinatorial Optimization: Basics of approximation algorithms. Network flow problems. Interior point methods. 2 Aug 24 ...