This Repository Contains Solution to the Assignments of the Natural Language Processing Specialization from Deeplearning.ai on Coursera Taught by Younes Bensouda Mourri, Łukasz Kaiser, Eddy Shyu

CAP project -- Categories, Algorithms, and Programming

Solutions to some exercises from Walter Rudin's Functional Analysis

Typesafe vector algebra for Scala

A numerical linear algebra library for C++

A comprehensive refresher on the fundamental concepts and principles of quantum computation

Materials related to mathematical methods

Given Schrödinger equation is solved using finite difference method and eigenvalue problem. Any three eigenfunctions can be plotted.

Vector Spaces, Linear Independence, Linear Transformations, Matrix Operations, Eigenvectors, Covariance Matrix, PCA, Kernel trick, Eigenfaces, Cluster Analysis