Maths Notes - auto-mate/CheatSheetWiki GitHub Wiki
Matrices
Scalar 1 number
Vector 1 col or one row array
Matrix 2 dimensions cols and rows
Tensor multiple dimensions row,col,axis
Matrix Not commutative A*B <> B*A
Associative A(B*C) = (A*B)C
Distributive A(B+C) = A*B + A*C
Identity 1 0 0
0 1 0
0 0 etc
Inverse A*Inverse = Identity (calculate by simultaneous equations or Gaussian elimination)
A2 + B2 = C2 Proof
( b ) a
__ __ __
a | | { b
b { | | {
{ |__ __ __| a
a ( b )
Draw lines inside square to make 4 triangles of dimension a, b and c.