matmath 2.0.0

A simple and efficient module for matrix manipulation.

matmath module

A simple and efficient module for matrix manipulation.

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Installing under Python

When installing the matmath module for python, it is recommended that you check if you have python 3.6 or above. To install the library:

pip install matmath

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Functions and their uses

Matrix related functions

Functions	Description
adj	Returns the adjoint of the matrix multiplied by the multiplication factor. Default value of mul(multiplication factor) is 1.
compatAS	Returns True if matrices are compatible for addition/subtraction else returns False.
compatM	Returns True if matrices are compatible for multiplication else returns False.
cut	Returns a smaller matrix by removing the required row and column. The default of row and column is 0.
det	Returns the determinant of the matrix (iff the matrices are compatible for multiplication) multiplied by the multiplication factor. Default value of mul (multiplication factor) is 1.
Identity	Returns an identity matrix of order N x N multiplied by the multiplication factor. Default value of mul (multiplication factor) is 1.
inv	Returns the inverse of the matrix (iff the matrices are compatible) multiplied by the multiplication factor. Default value of mul (multiplication factor) is 1.
isDiagonal	Returns True if matrix is a diagonal matrix else returns False.
isIdentity	Returns True if matrix is an identity matrix else returns False.
isLTriangular	Returns True if matrix is a lower triangular matrix else returns False.
isMatrix	Returns True if matrix is a valid matrix else returns False.
isNull	Returns True if matrix is a null matrix else returns False.
isSkewSymmetric	Returns True if matrix is a skew symmetric matrix else returns False.
isSquare	Returns True if matrix is a square matrix else returns False.
isSymmetric	Returns True if matrix is a symmetric matrix else returns False.
isUTriangular	Returns True if matrix is an upper triangular matrix else returns False.
matAdd	Returns the sum matrix (i.e. A + B), provided the matrices are compatible.
matMul	Returns the product matrix (i.e. AB), provided the matrices are compatible.
matSub	Returns the difference matrix (i.e. A - B), provided the matrices are compatible.
Null	Returns a null matrix of order N x M. If only 1 parameter is given returns a null matrix of order N x N.
order	Returns the order of the matrix as a tuple of the form (rows, columns).
power	Returns the matrix representing the nth power of matrix A, provided the matrix is square matrix.
rotate	Returns a matrix which is formed by rotating the given matrix, n times, in clockwise sense.
scalarMul	Returns the scalar product of A and n (i.e. nA).
trace	Returns the trace of the matrix (i.e the product of elements on the diagonal) if possible.
transpose	Returns the transpose of the matrix.

Vector related functions

Functions	Description
modulus	Returns the modulus of the vector.
argument	Returns the argument of the vector.
unitVector	Returns the unit vector in the direction of the vector.
magnify	Returns a magnified vector.
rotate	Rotates the 2d vector in 2D space.
dot_product	Dot product of the vector with respect to another vector.
cross_product	Cross product of the vector with respect to another vector.
add	Adds the 2 vectors
sub	Subtracts the second vector from the first vector.
mul	Alias of cross_product.

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Upcoming

Increased speed of Matrix operations by using 2D Numpy Array instead of list of lists.

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Contact

Please Feel Free to Reach Out if You Have Any Questions:

• Name: Siddhesh Agarwal
• E-mail: [e-mail]

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License

MIT License

Copyright (c) 2021 Siddhesh-Agarwal

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.