add_diag |
Adds a vector to the diagonal of an array. |
add_dot |
Calculates the dot product of two arrays and adds it to a third matrix. |
cho_factor |
Cholesky factorization. |
cho_solve |
Cholesky solver. |
cholesky |
Cholesky factorization. |
conj |
Complex conjugate. |
det |
Compute the determinant of a square matrix. |
diag |
Construct a diagonal matrix if input array is one-dimensional, or extracts diagonal entries of a two-dimensional array. |
dmd |
Dynamic Mode Decomposition. |
dot_diag |
Dot product of diagonal and non-diagonal arrays. |
dot |
Dot product of two arrays. |
eig |
Eigendecomposition of a matrix. |
eye |
Construct a 2D matrix with ones on the diagonal and zeros elsewhere. |
hermitian |
Hermitian (conjugate) matrix transpose. |
inv |
Compute the inverse of a matrix. |
mdot |
Product of several matrices. |
multiply |
Element-wise array multiplication (Hadamard product). |
norm |
Euclidean norm (2-norm) of real vector. |
pinv |
Moore-Penrose pseudoinverse. |
qr |
QR Decomposition. |
scale |
Scale a vector by a factor alpha. |
svd |
Singular Value Decomposition. |
PCA |
Principal Component Analysis with similar API to sklearn.decomposition.PCA |
trace |
Return the sum along the main diagonal of the array. |
transpose |
Matrix transpose. |
tril |
Lower triangle of a matrix. |
triu |
Upper triangle of a matrix. |
vander |
Generate a Vandermonde matrix. |