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Introduction to C++ and Numerical Methods

Introduction to C++

Introduction to Programming and C++
Resources
Very fast intro to the basics of c++

Numerical Calculus

Numerical differentiation
Common Numerical Integration Algorithms

Modern and primitive arrays, and basic Linear Algebra

Modern arrays
1D Arrays for 2D Matrices
Vector operations: Coefficient-wise , array computing

Linear Algebra and Numerical Libraries

Linear Systems : Matrices, Vectors, eigen systems

Ordinary differential equations: Initial value problems

Ordinary differential equations (and initial value problems)
Introduction to molecular dynamics through OOP

Python introduction

Python Programming (very fast) Introduction
Basic data structures
Matplotlib
Efficient Python arrays : Numpy
SciPy - Library of scientific algorithms for Python

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Index

By William Oquendo

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