Module ml4opf.models.pca_nn
A feed-forward fully-connected neural network with a pre-computed PCA as the last layer.
Sub-modules
ml4opf.models.pca_nn.pca_nn
Classes
class ACPCANeuralNet (config: dict,
problem: OPFProblem)-
A feed-forward neural network with a PCA layer at the end. The PCA is computed on initialization using the training set.
Ancestors
Class variables
var model : ACPCANN
Inherited members
class DCPCANeuralNet (config: dict,
problem: OPFProblem)-
A feed-forward neural network with a PCA layer at the end. The PCA is computed on initialization using the training set.
Ancestors
Class variables
var model : DCPCANN
Inherited members
class EDPCANeuralNet (config: dict,
problem: OPFProblem)-
A feed-forward neural network with a PCA layer at the end. The PCA is computed on initialization using the training set.
Ancestors
Class variables
var model : EDPCANN
Inherited members
class SOCPCANeuralNet (config: dict,
problem: OPFProblem)-
A feed-forward neural network with a PCA layer at the end. The PCA is computed on initialization using the training set.
Ancestors
Class variables
var model : SOCPCANN
Inherited members