factorial
factorial
¶
Bases: designs
Super class for factorial designs.
Attributes:
Name | Type | Description |
---|---|---|
k |
int
|
The number of factors. |
seed |
int
|
The seed for the random number generator. |
Source code in spotpython/design/factorial.py
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__init__(k=2, seed=123)
¶
Initializes a factorial design object.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
k |
int
|
The number of factors. Defaults to 2. |
2
|
seed |
int
|
The seed for the random number generator. Defaults to 123. |
123
|
Source code in spotpython/design/factorial.py
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full_factorial(p)
¶
Generates a full factorial design.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
p |
int
|
The number of levels for each factor. |
required |
Returns:
Type | Description |
---|---|
ndarray
|
numpy.ndarray: A 2D array representing the full factorial design. |
Examples:
>>> from spotpython.design.factorial import factorial
factorial_design = factorial(k=2)
factorial_design.full_factorial(p=2)
array([[0., 0.],
[0., 1.],
[1., 0.],
[1., 1.]])
Source code in spotpython/design/factorial.py
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