MonitSharma/Numerical-Linear-Algebra
A course on Linear Algebra using Python in Jupyter notebooks
This resource helps you grasp the fundamental and advanced concepts of linear algebra, a crucial mathematical framework for quantum computing. It provides interactive Jupyter notebooks and accompanying blog posts that take you from basic vectors and matrices to complex topics like eigendecomposition and singular value decomposition. This is designed for anyone looking to build a strong theoretical and practical foundation in linear algebra, especially those interested in its application to quantum computing.
No commits in the last 6 months.
Use this if you are a student, researcher, or enthusiast who needs to learn linear algebra with a focus on its computational aspects and relevance to quantum computing.
Not ideal if you are looking for a plug-and-play software tool to solve linear algebra problems without needing to understand the underlying theory.
Stars
49
Forks
17
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Jul 19, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/MonitSharma/Numerical-Linear-Algebra"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
tiagomonteiro0715/The-Math-Behind-Artificial-Intelligence-A-Guide-to-AI-Foundations
A book on the mathematical foundations of AI from an engineering perspective.
jonkrohn/ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
hrnbot/Basic-Mathematics-for-Machine-Learning
The motive behind Creating this repo is to feel the fear of mathematics and do what ever you...
amitkaps/hackermath
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
Visualize-ML/Book5_Essentials-of-Probability-and-Statistics
Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！