datasetter

package
Version: v0.0.0-...-1581884 Latest Latest
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Published: Apr 6, 2018 License: Apache-2.0 Imports: 1 Imported by: 3

README

This is a helper package that will hold the definitions of interfaces

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Variables

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Functions

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Types

type Float32ReadWriter

type Float32ReadWriter interface {
	Float32Reader
	Float32Writer
}

Float32ReadWriter ...

type Float32Reader

type Float32Reader interface {
	Read() ([]float32, error)
}

Float32Reader a []float32

type Float32Writer

type Float32Writer interface {
	Write([]float32) error
}

Float32Writer writes an array of float 32

type FullTrainer

type FullTrainer interface {
	GetTrainer() (Trainer, error)
}

FullTrainer object can return subtrainers

type ReadWriter

type ReadWriter interface {
	ReadInputVector(*G.ExprGraph) (*G.Node, error)
	WriteComputedVector(*G.Node) error
	GetComputedVectors() G.Nodes // Should return all the nodes in the correct order
}

ReadWriter is an interface that can Read and returns a oneOfK encoded vector

type Trainer

type Trainer interface {
	ReadWriter
	// get the index of the expected output for offset
	// for example is the expected output is []int{0,0,1,0,0}, it returns 2
	GetExpectedValue(offset int) (int, error)
}

Trainer is a particular dataset that can be used to train a rnn it holds expected values

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