Index (NEAT 1.14 API)

A B C D E F G H I K L M N O P R S T U V W
All Classes All Packages

A

ABSOLUTE - com.github.raimannma.methods.Activation: The Absolute.
activate() - Method in class com.github.raimannma.architecture.Node: Activates the node.
activate(double) - Method in class com.github.raimannma.architecture.Node: Activates the node with input value.
Activation - Enum in com.github.raimannma.methods: The enum Activation.
activationType - Variable in class com.github.raimannma.architecture.Node: The Activation type.
ADD_BACK_CONN - com.github.raimannma.methods.Mutation: ADD BACK CONN.
ADD_CONN - com.github.raimannma.methods.Mutation: ADD CONN.
ADD_GATE - com.github.raimannma.methods.Mutation: ADD GATE.
ADD_NODE - com.github.raimannma.methods.Mutation: ADD NODE.
ADD_SELF_CONN - com.github.raimannma.methods.Mutation: ADD SELF CONN.
ALL - Static variable in enum com.github.raimannma.methods.Mutation: Contains all possible mutations.
allowed - Variable in enum com.github.raimannma.methods.Mutation: All allowed ActivationTypes.
AR_SINH - com.github.raimannma.methods.Activation: The ArcTan.
ARC_TAN - com.github.raimannma.methods.Activation: The ArcTan.

B

BENT_IDENTITY - com.github.raimannma.methods.Activation: The Bent identity.
bias - Variable in class com.github.raimannma.architecture.Node: Neuron's bias.
BINARY - com.github.raimannma.methods.Loss: The Binary.
BINARY_STEP - com.github.raimannma.methods.Activation: The Binary Step.
BIPOLAR - com.github.raimannma.methods.Activation: The Bipolar.
BIPOLAR_SIGMOID - com.github.raimannma.methods.Activation: The Bipolar sigmoid.

C

calc(double) - Method in enum com.github.raimannma.methods.Activation: Calculates the activation value of given input and .
calc(double[], double[]) - Method in enum com.github.raimannma.methods.Loss: Calculate the loss value for given target and output values.
clear() - Method in class com.github.raimannma.architecture.Network: Resets every node in this network.
clear() - Method in class com.github.raimannma.architecture.Node: Resets this node.
com.github.raimannma.architecture - package com.github.raimannma.architecture
com.github.raimannma.methods - package com.github.raimannma.methods
connect(Node, double) - Method in class com.github.raimannma.architecture.Node: Connect this node to another node.
connect(Node, Node) - Method in class com.github.raimannma.architecture.Network: Connect two nodes with weight equals 0.
Connection - Class in com.github.raimannma.architecture: The type Connection.
connections - Variable in class com.github.raimannma.architecture.Network: The Connections of the network.
copy() - Method in class com.github.raimannma.architecture.Network: Copies a network.
CROSS_ENTROPY - com.github.raimannma.methods.Loss: The Cross entropy.
crossover(Network, Network, boolean) - Static method in class com.github.raimannma.architecture.Network: Create an offspring from two parent networks.

D

disconnect(Node, Node) - Method in class com.github.raimannma.architecture.Network: Removes the connection between two nodes
disconnect(Node) - Method in class com.github.raimannma.architecture.Node: Disconnects this node from the target node.

E

equals(Object) - Method in class com.github.raimannma.architecture.Connection
equals(Object) - Method in class com.github.raimannma.architecture.Network
equals(Object) - Method in class com.github.raimannma.architecture.Node
evolve(double[][], double[][], EvolveOptions) - Method in class com.github.raimannma.architecture.Network: Evolves the network to reach a lower error on a dataset using the NEAT algorithm.
EvolveOptions - Class in com.github.raimannma.architecture: The type Evolve options.
EvolveOptions() - Constructor for class com.github.raimannma.architecture.EvolveOptions: Instantiates a new Evolve options.

F

FFW - Static variable in enum com.github.raimannma.methods.Mutation: Contains all feedforward mutations.
FitnessProportionate() - Constructor for class com.github.raimannma.methods.Selection.FitnessProportionate
from - Variable in class com.github.raimannma.architecture.Connection: The input node of this connection.
fromJSON(JsonObject) - Static method in class com.github.raimannma.architecture.Network: Convert a json object to a network
fromJSON(JsonObject) - Static method in class com.github.raimannma.architecture.Node: Convert a JsonObject to a node.
fromJSON(JsonObject, List<Node>) - Static method in class com.github.raimannma.architecture.Connection: Convert a JsonObject to a connection.

G

gain - Variable in class com.github.raimannma.architecture.Connection: The connection gain.
gate(Connection) - Method in class com.github.raimannma.architecture.Node: Set this node to gate (influences) the given connection.
gate(Node, Connection) - Method in class com.github.raimannma.architecture.Network: Makes a network node gate a connection
gated - Variable in class com.github.raimannma.architecture.Node: Gated connections.
gateNode - Variable in class com.github.raimannma.architecture.Connection: The node which gates this connection.
gates - Variable in class com.github.raimannma.architecture.Network: The Gates of the network.
GAUSSIAN - com.github.raimannma.methods.Activation: The Gaussian.
getAmount() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets amount.
getConnectionData() - Method in class com.github.raimannma.architecture.Connection: Stores connection data in an array.
getElitism() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets elitism.
getError() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets error.
getFitnessFunction() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets fitness function.
getGrowth() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets growth.
getInnovationID(int, int) - Static method in class com.github.raimannma.architecture.Connection: Get innovation ID.
getIterations() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets iterations.
getLog() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets log.
getLoss() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets loss.
getMaxConnections() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets max connections.
getMaxGates() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets max gates.
getMaxNodes() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets max nodes.
getMutationAmount() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets mutation amount.
getMutationRate() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets mutation rate.
getMutations() - Method in class com.github.raimannma.architecture.EvolveOptions: Get mutations.
getPopulationSize() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets population size.
getSelection() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets selection.
getTemplate() - Method in class com.github.raimannma.architecture.EvolveOptions: Gets template.

H

HARD_TANH - com.github.raimannma.methods.Activation: The Hard tanh.
hashCode() - Method in class com.github.raimannma.architecture.Connection
hashCode() - Method in class com.github.raimannma.architecture.EvolveOptions
hashCode() - Method in class com.github.raimannma.architecture.Network
hashCode() - Method in class com.github.raimannma.architecture.Node
HIDDEN - com.github.raimannma.architecture.Node.NodeType: Hidden node type.
HINGE - com.github.raimannma.methods.Loss: The Hinge.

I

IDENTITY - com.github.raimannma.methods.Activation: The Identity.
in - Variable in class com.github.raimannma.architecture.Node: Incoming connections.
index - Variable in class com.github.raimannma.architecture.Node: The Index.
input - Variable in class com.github.raimannma.architecture.Network: The Input size.
INPUT - com.github.raimannma.architecture.Node.NodeType: Input node type.
INVERSE - com.github.raimannma.methods.Activation: The Inverse.
isClear() - Method in class com.github.raimannma.architecture.EvolveOptions: Is clear.
isEqual() - Method in class com.github.raimannma.architecture.EvolveOptions: Is equal.
isGated() - Method in class com.github.raimannma.architecture.Connection
isNotProjectingTo(Node) - Method in class com.github.raimannma.architecture.Node: Checks if there is no connection between this node and the target node.
isSelfConnection() - Method in class com.github.raimannma.architecture.Connection

K

keepGates - Variable in enum com.github.raimannma.methods.Mutation: Should gates be kept?

L

LOGISTIC - com.github.raimannma.methods.Activation: The Logistic activation.
Loss - Enum in com.github.raimannma.methods: The enum Loss.

M

MAE - com.github.raimannma.methods.Loss: The Mae.
MAPE - com.github.raimannma.methods.Loss: The Mape.
mask - Variable in class com.github.raimannma.architecture.Node: Used for dropout.
max - Variable in enum com.github.raimannma.methods.Mutation: The max bias/weight.
min - Variable in enum com.github.raimannma.methods.Mutation: The min bias/weight.
MOD_ACTIVATION - com.github.raimannma.methods.Mutation: MOD ACTIVATION.
MOD_BIAS - com.github.raimannma.methods.Mutation: MOD BIAS.
MOD_WEIGHT - com.github.raimannma.methods.Mutation: MOD WEIGHT.
MSE - com.github.raimannma.methods.Loss: The Mse.
MSLE - com.github.raimannma.methods.Loss: The Msle.
mutate(Network) - Method in enum com.github.raimannma.methods.Mutation: Mutate a network with the enum method.
mutate(Mutation) - Method in class com.github.raimannma.architecture.Network: Mutates the network with the given method.
mutateOutput - Variable in enum com.github.raimannma.methods.Mutation: Should the output be mutated?
Mutation - Enum in com.github.raimannma.methods: Mutation methods.

N

Network - Class in com.github.raimannma.architecture: The type Network.
Network(int, int) - Constructor for class com.github.raimannma.architecture.Network: Instantiates a new Network.
Node - Class in com.github.raimannma.architecture: The type Node.
Node(Node.NodeType) - Constructor for class com.github.raimannma.architecture.Node: Instantiates a new Node.
Node.NodeType - Enum in com.github.raimannma.architecture: Node types.
nodes - Variable in class com.github.raimannma.architecture.Network: The Nodes of the network.

O

out - Variable in class com.github.raimannma.architecture.Node: Outgoing connections.
output - Variable in class com.github.raimannma.architecture.Network: The Output size.
OUTPUT - com.github.raimannma.architecture.Node.NodeType: Output node type.

P

pickRandom(Collection<T>) - Static method in enum com.github.raimannma.methods.Utils: Chooses a random element from the given collection.
pickRandom(T[]) - Static method in enum com.github.raimannma.methods.Utils: Chooses a random element from the given array.
Power() - Constructor for class com.github.raimannma.methods.Selection.Power: Creates a new Power instance.
Power(int) - Constructor for class com.github.raimannma.methods.Selection.Power: Creates a new Power instance.

R

randBoolean() - Static method in enum com.github.raimannma.methods.Utils: Generates a random boolean.
randDouble() - Static method in enum com.github.raimannma.methods.Utils: Generates a random double between min and max.
randDouble(double) - Static method in enum com.github.raimannma.methods.Utils: Generates a random double between min and max.
randDouble(double, double) - Static method in enum com.github.raimannma.methods.Utils: Generates a random double between min and max.
randInt(int) - Static method in enum com.github.raimannma.methods.Utils: Generates a random integer between min and max.
randInt(int, int) - Static method in enum com.github.raimannma.methods.Utils: Generates a random integer between min and max.
RELU - com.github.raimannma.methods.Activation: The Relu.
remove(Node) - Method in class com.github.raimannma.architecture.Network: Removes a node from a network.
removeGate(Connection) - Method in class com.github.raimannma.architecture.Network: Remove the gate of a connection.
removeGate(Connection) - Method in class com.github.raimannma.architecture.Node: Stops this node from gating (manipulating) the given connection.

S

score - Variable in class com.github.raimannma.architecture.Network: The Score.
select(List<Network>) - Method in class com.github.raimannma.methods.Selection.FitnessProportionate
select(List<Network>) - Method in class com.github.raimannma.methods.Selection.Power
select(List<Network>) - Method in class com.github.raimannma.methods.Selection.Tournament
select(List<Network>) - Method in class com.github.raimannma.methods.Selection: Select a genome from the population by applying a selection method.
Selection - Class in com.github.raimannma.methods: Selection methods.
Selection() - Constructor for class com.github.raimannma.methods.Selection
Selection.FitnessProportionate - Class in com.github.raimannma.methods: Fitness-Proportionate-Selection.
Selection.Power - Class in com.github.raimannma.methods: Power-Selection.
Selection.Tournament - Class in com.github.raimannma.methods: Tournament-Selection.
self - Variable in class com.github.raimannma.architecture.Node: Connection to the node itself.
selfConnections - Variable in class com.github.raimannma.architecture.Network: The Self connections of the network.
setAllowed(Activation[]) - Method in enum com.github.raimannma.methods.Mutation: Sets allowed activations.
setAmount(int) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets amount.
setClear(boolean) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets clear.
setElitism(int) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets elitism.
setEqual(boolean) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets equal.
setError(double) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets error.
setFitnessFunction(ToDoubleFunction<Network>) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets fitness function.
setGrowth(double) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets growth.
setIterations(int) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets iterations.
setKeepGates(boolean) - Method in enum com.github.raimannma.methods.Mutation: Sets keep gates.
setLog(int) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets log.
setLoss(Loss) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets loss.
setMax(int) - Method in enum com.github.raimannma.methods.Mutation: Sets max bias/weight.
setMaxConnections(int) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets max connections.
setMaxGates(int) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets max gates.
setMaxNodes(int) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets max nodes.
setMin(int) - Method in enum com.github.raimannma.methods.Mutation: Sets min bias/weight.
setMutationAmount(int) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets mutation amount.
setMutationRate(double) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets mutation rate.
setMutations(Mutation[]) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets mutations.
setNodeIndices() - Method in class com.github.raimannma.architecture.Network: Sets node indices.
setPopulationSize(int) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets population size.
setSelection(Selection) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets selection.
setsEqual(Set<T>, Set<T>) - Static method in enum com.github.raimannma.methods.Utils: Checks if two sets are equal
setTemplate(Network) - Method in class com.github.raimannma.architecture.EvolveOptions: Sets template.
SINC - com.github.raimannma.methods.Activation: The SINC.
SINUSOID - com.github.raimannma.methods.Activation: The Sinusoid.
SOFT_PLUS - com.github.raimannma.methods.Activation: The SoftPlus.
SOFTSIGN - com.github.raimannma.methods.Activation: The Softsign.
SUB_BACK_CONN - com.github.raimannma.methods.Mutation: SUB BACK CONN
SUB_CONN - com.github.raimannma.methods.Mutation: SUB CONN.
SUB_GATE - com.github.raimannma.methods.Mutation: SUB GATE.
SUB_NODE - com.github.raimannma.methods.Mutation: SUB NODE.
SUB_SELF_CONN - com.github.raimannma.methods.Mutation: SUB SELF CONNECTION.
SWAP_NODES - com.github.raimannma.methods.Mutation: SWAP NODES

T

TANH - com.github.raimannma.methods.Activation: The Tanh.
test(double[][], double[][]) - Method in class com.github.raimannma.architecture.Network: Test the network on dataset.
test(double[][], double[][], Loss) - Method in class com.github.raimannma.architecture.Network: Test the network on dataset with given loss function.
to - Variable in class com.github.raimannma.architecture.Connection: The output node of this connection.
toJSON() - Method in class com.github.raimannma.architecture.Connection: Converts the connection to a JsonObject that can later be converted back.
toJSON() - Method in class com.github.raimannma.architecture.Network: Convert a network to JsonObject.
toJSON() - Method in class com.github.raimannma.architecture.Node: Converts the node to a JsonObject that can later be converted back.
toString() - Method in class com.github.raimannma.architecture.Connection
toString() - Method in class com.github.raimannma.architecture.Network
toString() - Method in class com.github.raimannma.architecture.Node
Tournament(int) - Constructor for class com.github.raimannma.methods.Selection.Tournament: Creates a new Tournament-Selection instance.
type - Variable in class com.github.raimannma.architecture.Node: The NodeType.

U

Utils - Enum in com.github.raimannma.methods: Utils.

V

valueOf(String) - Static method in enum com.github.raimannma.architecture.Node.NodeType: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum com.github.raimannma.methods.Activation: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum com.github.raimannma.methods.Loss: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum com.github.raimannma.methods.Mutation: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum com.github.raimannma.methods.Utils: Returns the enum constant of this type with the specified name.
values() - Static method in enum com.github.raimannma.architecture.Node.NodeType: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum com.github.raimannma.methods.Activation: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum com.github.raimannma.methods.Loss: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum com.github.raimannma.methods.Mutation: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum com.github.raimannma.methods.Utils: Returns an array containing the constants of this enum type, in the order they are declared.

W

weight - Variable in class com.github.raimannma.architecture.Connection: The weight of this connection.

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