fuzz.kernel.Kernel

class fuzz.kernel.Kernel(min_v: float, max_v: float)

Bases: object

A wrapper that represents all manners a particular variable is mapped its MFs.

__init__(min_v: float, max_v: float) → None

Methods

__init__(min_v, max_v)
add_memb_func(var_name, func)	Registers a KernelFuncMember as part of the Kernel
check_coverage()	Checks if registered MFS cover the entire universe data range
del_memb_func(var_name)	Deletes a registered KernelFuncMember
describe()	Plots 1-d function outputs for every memb function

add_memb_func(var_name: str, func: fuzz.memb_funcs.MembershipFunction)

Registers a KernelFuncMember as part of the Kernel

Parameters

• var_name (str) – the name of the mapping KernelFuncMember

• func (KernelFuncMember) – a KernelFuncMember object

Raises

• TypeError – if var_name is not str

• TypeError – if func is not KernelFuncMember

• TypeError – if self.input_functions got corrupted and is not Dict

Returns

self

Return type

Kernel

check_coverage() → bool

Checks if registered MFS cover the entire universe data range

del_memb_func(var_name)

Deletes a registered KernelFuncMember

Parameters

var_name ([type]) – the name of the registered KernelFuncMember

Raises

KeyError – is var_name can’t be found at self.input_functions.keys()

describe() → Dict[str, Tuple[numpy.ndarray, numpy.ndarray]]

Plots 1-d function outputs for every memb function