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Notes on mathematical methods for physics
This Python notebook is used to compute mechanical properties based on a tensile test data for a metallic material
For studying MMCS, defined special probability distributions as classes. Also renders example graphs.
This repository is reserved for the typed notes for PHYS3031 Mathematical Methods in Physics II
A couple of exercises about Ill conditioning, Finite rapresentation in python and series approximation with finite numbers
An easy implementation of the Stochastic / Batch gradient descent and comparison with the standard Gradient Descent Method
This repository is a collection of mathematical optimization algorithms and solutions for a variety of optimization problems. It provides a toolkit of algorithms and techniques for tackling optimization challenges in different domains.
An exercise on the use of NMF for Blind Signal Separation