Skip to content

Just a bunch of iPython notebooks for future references.

Notifications You must be signed in to change notification settings

niosus/notebooks

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

34 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

IPython3 Notebooks

Just a bunch of iPython notebooks for future references.

List of notebooks

Matrix Decomposition: Eigenvalue decomposition vs SVD

ICP: SVD vs Least Squares

We start with a typical least squares formulation and go through most useful methods for solving this type of minimization problems, such as Steepest Gradient Descent and the Gauss-Newton method. We derive everything from the way the problem looks like and use its Taylor expansion.

About

Just a bunch of iPython notebooks for future references.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published