Numerical Analysis code from the Oscar Veliz YouTube Channel
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Updated
Jul 5, 2023 - Python
Numerical Analysis code from the Oscar Veliz YouTube Channel
PyTorch implementation of the Hessian-free optimizer
Implementation of well-known numerical methods.
Utilizing root-finding methods such as Bisection Method, Fixed-Point Method, Secant Method, and Newton's Method to solve for the roots of functions
Implementation of nonlinear Optimization Algorithms in Python
Pyhton algorithm for numerical simulation of heterostructure devices
Python script for visualising the basins of attraction of Newton's method.
Second-order iterated smoothing algorithms for state estimation
Some Numerical Analysis algorithms implemented in Python.
Newton’s second-order optimization methods in python
A repository containing implementations of various numerical methods written in Python
Repository for my Nonlinear Dynamics files
Linear and Logistic Regression from scratch in Python
Minimisation of a negative log likelihood fit to extract the lifetime of the D^0 meson (MNLL2ELDM)
Python Transcendental Equation Solvers
Projects for Non-Linear Dynamics
Project 1: Root Finding Methods
Implementation and usage of numerical root-finding algorithms.
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