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Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skills...
matrix
python
jupyter
null-space
eigenvalues
mathematics
data-science
eigenvectors
gram-schmidt
vector-space
data-analysis
linear-algebra
diagonalization
data-visualization
symmetric-matrices
matrix-calculations
computational-science
linear-transformations
singular-value-decomposition
multivariate-normal-distribution
Created
2020-06-01
203 commits to master branch, last one 2 months ago
39
67
mit
1
This Repository contains Solutions to the Quizes & Lab Assignments of the Mathematics for Machine Learning Specialization offered by Imperial College of London on Coursera taught by David Dye, Samuel ...
Created
2022-08-08
167 commits to main branch, last one about a year ago
Autodiff is a numerical library for the Go programming language that supports automatic differentiation. It implements routines for linear algebra (vector/matrix operations), numerical optimization an...
go
bfgs
rprop
golang
statistics
determinant
eigenvalues
gauss-jordan
gram-schmidt
qr-algorithm
linear-algebra
newton-raphson
special-functions
statistical-models
hessenberg-reduction
cholesky-decomposition
linear-algebra-library
numerical-optimization
automatic-differentiation
singular-value-decomposition
Created
2016-04-18
754 commits to master branch, last one 2 years ago