Popularity
3.3
Growing
Activity
0.0
Stable
38
8
6

Programming language: Go
License: MIT License
Tags: Machine Learning    
Latest version: v0.1

Varis alternatives and similar packages

Based on the "Machine Learning" category.
Alternatively, view Varis alternatives based on common mentions on social networks and blogs.

Do you think we are missing an alternative of Varis or a related project?

Add another 'Machine Learning' Package

README

Varis

Neural Networks with GO

Build Status Go Report Card API Reference codecov MIT License Release

About Package

Some time ago I decided to learn Go language and neural networks. So it's my variation of Neural Networks library. I tried to make library for programmers (not for mathematics).

For now Varis is 0.1 version.

I would be happy if someone can find errors and give advices. Thank you. Artem.

Main features

  • All neurons and synapses are goroutines.
  • Golang channels for connecting neurons.
  • No dependencies

Installation

go get github.com/Xamber/Varis

Usage

package main

import (
    "github.com/Xamber/Varis"
)

func main() {
    net := varis.CreatePerceptron(2, 3, 1)

    dataset := varis.Dataset{
        {varis.Vector{0.0, 0.0}, varis.Vector{1.0}},
        {varis.Vector{1.0, 0.0}, varis.Vector{0.0}},
        {varis.Vector{0.0, 1.0}, varis.Vector{0.0}},
        {varis.Vector{1.0, 1.0}, varis.Vector{1.0}},
    }

    trainer := varis.PerceptronTrainer{
        Network: &net,
        Dataset: dataset,
    }

    trainer.BackPropagation(10000)
    varis.PrintCalculation = true

    net.Calculate(varis.Vector{0.0, 0.0}) // Output: [0.9816677167418877]
    net.Calculate(varis.Vector{1.0, 0.0}) // Output: [0.02076530509106318]
    net.Calculate(varis.Vector{0.0, 1.0}) // Output: [0.018253250887023762]
    net.Calculate(varis.Vector{1.0, 1.0}) // Output: [0.9847884089930481]
}

Roadmap 0.2-0.5

  • Add locks
  • Add training channels
  • Improve speed
  • Add error return to functions.
  • Create more tests and benchmarks.
  • Create server and cli realization for use Varis as a application

Alternatives

gonn | go-mind | go-perceptron-go


*Note that all licence references and agreements mentioned in the Varis README section above are relevant to that project's source code only.