3 results found Sort:

weijie-chen
Linear-Algebra-With-Python weijie-chen
550
2.2k
mit
80
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
138 commits to master branch, last one 7 days ago
pbenner
autodiff pbenner
4
54
gpl-3.0
6
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
shantanu1109
Coursera-Imperial-College-of-London-Mathematics-For-Machine-Learning-Specialization shantanu1109
32
48
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 ...
hessian sandpit jacobian lagrange eigenvalues eigenvectors gram-schmidt taylor-series linear-algebra newton-raphson backpropagation neural-networks linear-regression pagerank-algorithm multivariate-calculus transformation-matrix
Created 2022-08-08
167 commits to main branch, last one 9 months ago