Belle II Software development
Model Class Reference
Inheritance diagram for Model:

Public Member Functions

 __init__ (self, number_of_features)
 
 forward (self, x)
 

Public Attributes

 network
 a dense model with one hidden layer
 

Detailed Description

My dense neural network

Definition at line 23 of file simple.py.

Constructor & Destructor Documentation

◆ __init__()

__init__ ( self,
number_of_features )
Parameters:
  number_of_features: number of input features

Definition at line 28 of file simple.py.

28 def __init__(self, number_of_features):
29 """
30 Parameters:
31 number_of_features: number of input features
32 """
33 super().__init__()
34
35
36 self.network = nn.Sequential(
37 nn.Linear(number_of_features, 128),
38 nn.ReLU(),
39 nn.Linear(128, 128),
40 nn.ReLU(),
41 nn.Linear(128, 1),
42 nn.Sigmoid(),
43 )
44

Member Function Documentation

◆ forward()

forward ( self,
x )
Run the network

Definition at line 45 of file simple.py.

45 def forward(self, x):
46 """
47 Run the network
48 """
49 prob = self.network(x)
50 return prob
51
52

Member Data Documentation

◆ network

network
Initial value:
= nn.Sequential(
nn.Linear(number_of_features, 128),
nn.ReLU(),
nn.Linear(128, 128),
nn.ReLU(),
nn.Linear(128, 1),
nn.Sigmoid(),
)

a dense model with one hidden layer

Definition at line 36 of file simple.py.


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