Static Methods

Summary

staticmethod	class parent	truncated documentation
_create_from_tree_compact	NeuralTreeNet	Implements strategy “compact”. See @see meth create_from_tree.
_create_from_tree_one	NeuralTreeNet	Implements strategy “one”. See @see meth create_from_tree.
_dleakyrelu	NeuralTreeNode	Derivative of the Leaky Relu function.
_drelu	NeuralTreeNode	Derivative of the Relu function.
_dsigmoid	NeuralTreeNode	Derivativ of the sigmoid function.
_dsoftmax	NeuralTreeNode	Derivative of the softmax function.
_leakyrelu	NeuralTreeNode	Leaky Relu function.
_relu	NeuralTreeNode	Relu function.
_softmax	NeuralTreeNode	Derivative of the softmax function.
build	CompletionTrieNode	Builds a trie.
create_from_tree	NeuralTreeNet	Creates a NeuralTreeNet instance from a DecisionTreeClassifier
empty_prefix	CompletionElement	return an instance filled with an empty prefix
get_activation_dloss_function	NeuralTreeNode	Returns the derivative of the default loss function based on the activation function. It returns a function …
get_activation_function	NeuralTreeNode	Returns the activation function. It returns a function y=f(x).
get_activation_gradient_function	NeuralTreeNode	Returns the activation function. It returns a function y=f”(x). About the sigmoid:
get_activation_loss_function	NeuralTreeNode	Returns a default loss function based on the activation function. It returns two functions g=loss(x,y).
get_list_of_vertices	GraphDistance
load_from_file	GraphDistance	loads a graph from a file
onnx_converter	BaseNeuralTreeNet	Converts this model into ONNX.
onnx_converter	NeuralTreeNetClassifier	Converts this model into ONNX.
onnx_converter	NeuralTreeNetRegressor	Converts this model into ONNX.
onnx_shape_calculator	BaseNeuralTreeNet	Shape calculator when converting this model into ONNX. See :epkg:`skearn-onnx`.
onnx_shape_calculator	NeuralTreeNetClassifier	Shape calculator when converting this model into ONNX. See :epkg:`skearn-onnx`.
onnx_shape_calculator	NeuralTreeNetRegressor	Shape calculator when converting this model into ONNX. See :epkg:`skearn-onnx`.