blob: da6a9df2092f0e07e9a404c2bf1706c6914c1290 (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
|
"""\
Core Linear Algebra Tools
===========
Linear Algebra Basics:
inv --- Find the inverse of a square matrix
solve --- Solve a linear system of equations
det --- Find the determinant of a square matrix
lstsq --- Solve linear least-squares problem
pinv --- Pseudo-inverse (Moore-Penrose) using lstsq
Eigenvalues and Decompositions:
eig --- Find the eigenvalues and vectors of a square matrix
eigh --- Find the eigenvalues and eigenvectors of a Hermitian matrix
eigvals --- Find the eigenvalues of a square matrix
eigvalsh --- Find the eigenvalues of a Hermitian matrix.
svd --- Singular value decomposition of a matrix
cholesky --- Cholesky decomposition of a matrix
"""
depends = ['core']
|