galaktaglare

README

GalaktaGlare is a powerful, fast, broad, easy and innovative framework for Go that brings intuitive machine/deep learning with a variety of features.

Main features

• Text Classification;

• Data analysis;

• Anomaly detection;

• Image classification/recognition;

• Voice command recognition (Windows and Linux);

• TTS (Text To Speech) for Windows and Linux;

• Natural Language Processing (NLP);

How to install

You can install using 'go get'. To do this, use the command:

go get -u github.com/simplyYan/GalaktaGlare

Documentation

The documentation is available on the Wiki of this repository.

License

GalaktaGlare is open-source and under the BSD-3-Clause license

Contribute

You can contribute to this project. Just open a pull-request and make your changes. Add, improve or correct features.

Documentation

Index

• type DataAnalysis
  • func (da *DataAnalysis) Mean(data []float64) float64
  • func (da *DataAnalysis) Median(data []float64) float64
  • func (da *DataAnalysis) Mode(data []float64) []float64
• type GalaktaGlare
  • func New() *GalaktaGlare
  • func (gg *GalaktaGlare) AnomalyDetector(data []float64, threshold float64) []int
  • func (gg *GalaktaGlare) ExtractEntities(text string, customStopwords map[string]bool) []string
  • func (gg *GalaktaGlare) ImageDB(folderPath string) error
  • func (gg *GalaktaGlare) ImageScan(imagePath string) (float64, error)
  • func (gg *GalaktaGlare) Speech(tomlConfig string) error
  • func (gg *GalaktaGlare) SpeechCfg() error
  • func (gg *GalaktaGlare) TextClassifier(text, config string) (string, error)
• type SpeechConfig

Types

type DataAnalysis

type DataAnalysis struct{}

func (*DataAnalysis) Mean

func (da *DataAnalysis) Mean(data []float64) float64

func (*DataAnalysis) Median

func (da *DataAnalysis) Median(data []float64) float64

func (*DataAnalysis) Mode

func (da *DataAnalysis) Mode(data []float64) []float64

type GalaktaGlare

type GalaktaGlare struct {
	// contains filtered or unexported fields
}

func New

func New() *GalaktaGlare

func (*GalaktaGlare) AnomalyDetector

func (gg *GalaktaGlare) AnomalyDetector(data []float64, threshold float64) []int

func (*GalaktaGlare) ExtractEntities

func (gg *GalaktaGlare) ExtractEntities(text string, customStopwords map[string]bool) []string

func (*GalaktaGlare) ImageDB

func (gg *GalaktaGlare) ImageDB(folderPath string) error

func (*GalaktaGlare) ImageScan

func (gg *GalaktaGlare) ImageScan(imagePath string) (float64, error)

func (*GalaktaGlare) Speech

func (gg *GalaktaGlare) Speech(tomlConfig string) error

Speech converte uma configuração TOML para JSON e cria o arquivo ggtts.json.

func (*GalaktaGlare) SpeechCfg

func (gg *GalaktaGlare) SpeechCfg() error

func (*GalaktaGlare) TextClassifier

func (gg *GalaktaGlare) TextClassifier(text, config string) (string, error)

type SpeechConfig

type SpeechConfig struct {
	Lang string `toml:"lang"`
	Text string `toml:"text"`
	Reco string `toml:"reco"`
}