Param_Discrete_Numeric#

class obsidian.parameters.discrete.Param_Discrete_Numeric(name, categories: list[int | float], search_categories: list[int | float] | None = None)[source]#

Bases: Param_Discrete

Represents an discrete numeric parameter; an ordinal parameter comprised of numbers.

Raises:

TypeError – If the categories are not numbers.
TypeError – If the categories are not a list of numbers.

__init__(name, categories: list[int | float], search_categories: list[int | float] | None = None)[source]#

Methods

`__init__`(name, categories[, search_categories])
`decode`(X)	Decode parameter from transformed space
`encode`(X)	Encode parameter to a format that can be used for training
`load_state`(obj_dict)	Load the state of the Parameter object from a dictionary.
`open_search`()	Set the search space to the parameter space
`save_state`()	Save the state of the Parameter object.
`set_search`(search_categories)	Set the search space for the parameter
`unit_demap`(X)
`unit_map`(X)

Attributes

`max`	Maximum parameter value
`min`	Minimum parameter value
`nc`	Number of discrete categories
`range`	The range of the parameter (max - min)

decode(X)#: Decode parameter from transformed space

encode(X)#: Encode parameter to a format that can be used for training

property max#: Maximum parameter value

property min#: Minimum parameter value

property range#: The range of the parameter (max - min)