| A |
A set |
| R |
The set of real numbers |
| {0, …, n} |
The set containing all integers between 0 and n
|
| [a, b] |
The real interval including a and b
|
| ai |
Element i of a
|
| Mij |
Element i, j of the M matrix |
| det(A) |
Determinant of A
|
| P(a) |
A probability distribution over a discrete variable |
| p(a) |
A probability distribution over a continuous variable |
| MT |
Transpose of the M matrix |
| () |
Time calculated in given timeframe |
| () |
The particular time |
|
λ1, λ2
|
The Lagrangian multipliers |
|
f(x; θ) |
A function x parametrized by θ; often f(x) argument θ is omitted to lighten notation |
|
f: A→B
|
The function f with domain A and range B
|
|
a⊥b
|
The random variables a and b are independent |
| fv |
The convenience function |
| X |
A set of training examples |
| x(i) |
The ith example (input) from a dataset |
| y(i) |
The target associated with x(i) for supervised learning |
| S |
Set of strategies |