Fix punctuation and wording

Author: tianyizheng02

linear_algebra/README.md

@@ -10,50 +10,50 @@ This module contains classes and functions for doing linear algebra.
 -
     - This class represents a vector of arbitrary size and related operations.
 
-    **Overview about the methods:**
+    **Overview of the methods:**
 
-    - constructor(components : list) : init the vector
-    - set(components : list) : changes the vector components.
+    - constructor(components) : init the vector
+    - set(components) : changes the vector components.
     - \_\_str\_\_() : toString method
-    - component(i : int): gets the i-th component (start by 0)
+    - component(i): gets the i-th component (0-indexed)
     - \_\_len\_\_() : gets the size / length of the vector (number of components)
     - euclidean_length() : returns the eulidean length of the vector
     - operator + : vector addition
     - operator - : vector subtraction
     - operator * : scalar multiplication and dot product
-    - copy() : copies this vector and returns it.
-    - change_component(pos,value) : changes the specified component.
+    - copy() : copies this vector and returns it
+    - change_component(pos,value) : changes the specified component
 
 - function zero_vector(dimension)
     - returns a zero vector of 'dimension'
-- function unit_basis_vector(dimension,pos)
-    - returns a unit basis vector with a One at index 'pos' (indexing at 0)
-- function axpy(scalar,vector1,vector2)
+- function unit_basis_vector(dimension, pos)
+    - returns a unit basis vector with a one at index 'pos' (0-indexed)
+- function axpy(scalar, vector1, vector2)
     - computes the axpy operation
-- function random_vector(N,a,b)
-    - returns a random vector of size N, with random integer components between 'a' and 'b'.
+- function random_vector(N, a, b)
+    - returns a random vector of size N, with random integer components between 'a' and 'b' inclusive
 
 ### class Matrix
 -
     - This class represents a matrix of arbitrary size and operations on it.
 
-    **Overview about the methods:**
+    **Overview of the methods:**
 
     -  \_\_str\_\_() : returns a string representation
     - operator * : implements the matrix vector multiplication
                    implements the matrix-scalar multiplication.
-    - change_component(x,y,value) : changes the specified component.
-    - component(x,y) : returns the specified component.
+    - change_component(x, y, value) : changes the specified component.
+    - component(x, y) : returns the specified component.
     - width() : returns the width of the matrix
     - height() : returns the height of the matrix
     - determinant() : returns the determinant of the matrix if it is square
     - operator + : implements the matrix-addition.
-    - operator - _ implements the matrix-subtraction
+    - operator - : implements the matrix-subtraction
 
 - function square_zero_matrix(N)
     - returns a square zero-matrix of dimension NxN
-- function random_matrix(W,H,a,b)
-    - returns a random matrix WxH with integer components between 'a' and 'b'
+- function random_matrix(W, H, a, b)
+    - returns a random matrix WxH with integer components between 'a' and 'b' inclusive
 ---
 
 ## Documentation