The Perceptron companion object provides factory methods for creating perceptrons.
Attributes
- Companion
- class
- Graph
-
- Supertypes
- Self type
-
Perceptron.type
Members list
Value members
Concrete methods
Create a Perceptron with automatic rescaling from a combined data matrix.
Create a Perceptron with automatic rescaling from a combined data matrix.
Value parameters
- col
-
the designated response column (defaults to the last column)
- f
-
the activation function family for layers 1->2 (input to output)
- fname
-
the feature/variable names (defaults to null)
- hparam
-
the hyper-parameters (defaults to hp)
- xy
-
the combined data/input and response/output matrix
Attributes
Create a Perceptron with automatic rescaling from a data matrix and response vector.
Create a Perceptron with automatic rescaling from a data matrix and response vector.
Value parameters
- f
-
the activation function family for layers 1->2 (input to output)
- fname
-
the feature/variable names (defaults to null)
- hparam
-
the hyper-parameters (defaults to hp)
- x
-
the data/input matrix
- y
-
the response/output vector
Attributes
Concrete fields
hyper-parameters for tuning the optimization algorithms - user tuning
hyper-parameters for tuning the optimization algorithms - user tuning