networks

May 25, 2023

Changes in this version

type LSTM

+ SubBatch int

type Sequential

+ SubBatch int

May 25, 2023

Changes in this version

type LSTM

+ Optimizer optimizers.Optimizer

type Sequential

+ Optimizer optimizers.Optimizer

May 22, 2023

Changes in this version

+ type GateCache struct

+ type Sequential struct

+ BatchSize int

+ Layers []layers.Layer

+ LearningRate float64

+ func (network *Sequential) Evaluate(input []float64) []float64

+ func (network *Sequential) FromBytes(bytes []byte)

+ func (network *Sequential) GetErrors(dataset []datasets.DataPoint) []datasets.DataPoint

+ func (network *Sequential) Initialize(numInputs int, ls ...layers.Layer)

+ func (network *Sequential) Open(dir string, name string)

+ func (network *Sequential) PrettyPrint(dir string, name string)

+ func (network *Sequential) Save(dir string, name string)

+ func (network *Sequential) TestOnAndLog(dataset []datasets.DataPoint)

+ func (network *Sequential) ToBytes() []byte

+ func (network *Sequential) Train(dataset []datasets.DataPoint, testingData []datasets.DataPoint, ...)

May 18, 2023

Changes in this version

+ type LSTM struct

+ BatchSize int

+ CandidateGate []layers.Layer

+ ForgetGate []layers.Layer

+ InputGate []layers.Layer

+ InterpretGate []layers.Layer

+ LearningRate float64

+ OutputGate []layers.Layer

+ func (network *LSTM) Evaluate(inputSeries [][]float64) []float64

+ func (network *LSTM) EvaluateAcrossInterval(inputSeries [][]float64) [][]float64

+ func (network *LSTM) FromBytes(bytes []byte)

+ func (network *LSTM) Initialize(numInputs int, numOutputs int, ForgetGate []layers.Layer, ...)

+ func (network *LSTM) Open(dir string, name string)

+ func (network *LSTM) Save(dir string, name string)

+ func (network *LSTM) ToBytes() []byte

+ func (network *LSTM) Train(trainingData []datasets.DataPoint, testingData []datasets.DataPoint, ...)

May 16, 2023

Changes in this version

+ type Perceptron struct

+ BatchSize int

+ Layers []layers.Layer

+ LearningRate float64

+ func (network *Perceptron) Evaluate(input []float64) []float64

+ func (network *Perceptron) FromBytes(bytes []byte)

+ func (network *Perceptron) GetErrors(dataset []datasets.DataPoint) []datasets.DataPoint

+ func (network *Perceptron) Initialize(numInputs int, ls ...layers.Layer)

+ func (network *Perceptron) Open(dir string, name string)

+ func (network *Perceptron) PrettyPrint(dir string, name string)

+ func (network *Perceptron) Save(dir string, name string)

+ func (network *Perceptron) TestOnAndLog(dataset []datasets.DataPoint)

+ func (network *Perceptron) ToBytes() []byte

+ func (network *Perceptron) Train(dataset []datasets.DataPoint, testingData []datasets.DataPoint, ...)