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Linear algebra
Notes
Lots of matrices don't have an inverse.
Links
Intuitive Math
Skill in Algebra
HN: Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares (2018)
Immersive Linear Algebra
(
HN
)
Relearning Matrices as Linear Functions
(
HN
)
Thirty-three Miniatures: Mathematical and Algorithmic Applications of Linear Algebra
(
HN
)
A Brief Guide to A Few Algebraic Structures
(
HN
)
Margot Gerritsen on "Linear Algebra - the incredible beauty of math" (2013)
Interactive Linear Algebra
(
Code
) (
HN
) (
HN
)
Numerical Linear Algebra for Programmers book
Oxford Linear Algebra II course (2020)
No bullshit guide to linear algebra notebooks
MIT Linear Algebra Lectures (2010)
An Intuitive Guide to Linear Algebra (2012)
(
HN
)
A 2020 Vision of Linear Algebra (2020)
(
HN
)
GraphBLAST
- High-Performance Linear Algebra-based Graph Primitives on GPUs.
Graph BLAS
- Graph algorithms in the language of linear algebra. (
HN
)
Cotila
- Compile-time linear algebra system for C++.
BLIS
- Portable software framework for instantiating high-performance BLAS-like dense linear algebra libraries.
MIT Linear Algebra course
(
Code
)
Catalog of algebra books for self learning
Is NonLinear Algebra a thing? (2020)
Why is it important for a matrix to be square? (2018)
(
HN
)
Interactive Visualization of Why Eigenvectors Matter (2020)
Graphical Linear Algebra
(
HN
)
Vector Matrix Vector Queries for Solving Linear Algebra, Statistics, and Graph Problems (2020)
Computability in linear algebra
Algebra of Programming
A Programmer’s Intuition for Matrix Multiplication
(
HN
)
Linear Algebra book by Jim Hefferon
(
HN
)
Introduction to Linear Algebra for Applied Machine Learning with Python (2020)
(
HN
)
How to Visualize a Matrix
David’s Super Quick Logic Cheat Sheet
the amplitwist, the conjugate transpose, and the complex derivative (2019)
Essence of linear algebra
Vectorious
- Linear algebra in TypeScript.
New Algorithm Breaks Speed Limit for Solving Linear Equations (2021)
(
HN
)
Mathematicians Inch Closer to Matrix Multiplication Goal (2021)
Printing algebraic numbers
Tasty Bits of Several Complex Variables
(
Code
)
A friendly introduction to linear algebra for ML (2021)
Introduction to Applied Linear Algebra – Vectors, Matrices, and Least Squares
Computational algebraic geometry for high school students
(
HN
)
Demystifying Determinant of a Matrix (2021)
Multiplying Matrices Without Multiplying (2021)
Compressing high-dimensional vectors by 97% (2021)
(
HN
)
Resources to learn algebra visually (2021)
Can We Solve Linear Algebra Problems at Extreme Scale and Low Precisions? (2021)
(
HN
)
linalg
- Reinforcing my linear algebra and numerical analysis by reimplementing basic, fundamental algorithms in Python.
Linear Algebra for Everyone, Gilbert Strang
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Graphic notes
) (
HN
)
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