Public Member Functions
def	__init__ (self, amp_range, tau_range)

def	encode (self, tau)

def	decode (self, etau)

Public Attributes
	amp_max
	amp range

	tau_max
	tau range

	at_ratio
	at ratio

Detailed Description

A simple class to encode and decode tau values for network training
based on amplitude and tau ranges.

Definition at line 170 of file SVDSimBase.py.

Constructor & Destructor Documentation

◆ init()

def __init__	(	self,
		amp_range,
		tau_range
	)

creates the class

Definition at line 177 of file SVDSimBase.py.

    def __init__(self, amp_range, tau_range):
        """
        creates the class
        """
        
        self.amp_min, self.amp_max = amp_range
        
        self.tau_min, self.tau_max = tau_range
        
        self.at_ratio = (self.amp_max - self.amp_min) / (self.tau_max - self.tau_min)
 

Member Function Documentation

◆ decode()

def decode	(	self,
		etau
	)

decoder of tau values for network training

Definition at line 194 of file SVDSimBase.py.

    def decode(self, etau):
        """
        decoder of tau values for network training
        """
        return (self.tau_min + 1.0 / self.at_ratio * (etau - self.amp_min))
 
 

◆ encode()

def encode	(	self,
		tau
	)

encoder of tau values for network training

Definition at line 188 of file SVDSimBase.py.

    def encode(self, tau):
        """
        encoder of tau values for network training
        """
        return (self.amp_min + self.at_ratio * (tau - self.tau_min))
 

Member Data Documentation

◆ amp_max

amp_max

amp range

Definition at line 182 of file SVDSimBase.py.

◆ at_ratio

at_ratio

at ratio

Definition at line 186 of file SVDSimBase.py.

◆ tau_max

tau_max

tau range

Definition at line 184 of file SVDSimBase.py.

The documentation for this class was generated from the following file:

svd/scripts/svd/SVDSimBase.py

Public Member Functions

Public Attributes