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76 lines
2.6 KiB
Markdown
76 lines
2.6 KiB
Markdown
# Linear algebra library for Python
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This module contains classes and functions for doing linear algebra.
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---
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## Overview
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### class Vector
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-
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- This class represents a vector of arbitrary size and related operations.
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**Overview about the methods:**
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- constructor(components : list) : init the vector
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- set(components : list) : changes the vector components.
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- \_\_str\_\_() : toString method
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- component(i : int): gets the i-th component (start by 0)
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- \_\_len\_\_() : gets the size / length of the vector (number of components)
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- euclidLength() : returns the eulidean length of the vector.
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- operator + : vector addition
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- operator - : vector subtraction
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- operator * : scalar multiplication and dot product
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- copy() : copies this vector and returns it.
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- changeComponent(pos,value) : changes the specified component.
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- function zeroVector(dimension)
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- returns a zero vector of 'dimension'
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- function unitBasisVector(dimension,pos)
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- returns a unit basis vector with a One at index 'pos' (indexing at 0)
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- function axpy(scalar,vector1,vector2)
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- computes the axpy operation
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- function randomVector(N,a,b)
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- returns a random vector of size N, with random integer components between 'a' and 'b'.
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### class Matrix
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- This class represents a matrix of arbitrary size and operations on it.
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**Overview about the methods:**
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- \_\_str\_\_() : returns a string representation
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- operator * : implements the matrix vector multiplication
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implements the matrix-scalar multiplication.
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- changeComponent(x,y,value) : changes the specified component.
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- component(x,y) : returns the specified component.
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- width() : returns the width of the matrix
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- height() : returns the height of the matrix
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- determinate() : returns the determinate of the matrix if it is square
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- operator + : implements the matrix-addition.
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- operator - _ implements the matrix-subtraction
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- function squareZeroMatrix(N)
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- returns a square zero-matrix of dimension NxN
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- function randomMatrix(W,H,a,b)
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- returns a random matrix WxH with integer components between 'a' and 'b'
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---
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## Documentation
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This module uses docstrings to enable the use of Python's in-built `help(...)` function.
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For instance, try `help(Vector)`, `help(unitBasisVector)`, and `help(CLASSNAME.METHODNAME)`.
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---
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## Usage
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Import the module `lib.py` from the **src** directory into your project.
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Alternatively, you can directly use the Python bytecode file `lib.pyc`.
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---
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## Tests
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`src/tests.py` contains Python unit tests which can be run with `python3 -m unittest -v`.
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