therfoo

README

Therfoo

An easy to use machine learning library written in pure Golang. The API is inspired by Keras, however, the library is written from scratch and does not rely on a different library for computations.

Example

package main

import (
	"github.com/therfoo/datasets/basic"

	"github.com/therfoo/therfoo/layers/dense"
	"github.com/therfoo/therfoo/model"
	"github.com/therfoo/therfoo/optimizers/sgd"
	"github.com/therfoo/therfoo/tensor"
)

func main() {
	m := model.New(
		model.WithBinaryAccuracy(),
		model.WithCrossEntropyLoss(),
		model.WithEpochs(25),
		model.WithInputShape(tensor.Shape{2}),
		model.WithOptimizer(
			sgd.New(sgd.WithBatchSize(1), sgd.WithLearningRate(0.05)),
		),
		model.WithTrainingGenerator(basic.New()),
		model.WithValidatingGenerator(basic.New()),
		model.WithVerbosity(true),
	)

	m.Add(4, dense.New(dense.WithReLU()))
	m.Add(1, dense.New(dense.WithSigmoid()))

	m.Compile()

	m.Fit()

}

Contribution

Contributions are more than welcome, fork, create a PR, get a +1, rebase and merge.