镜像站点 · 本页由第三方 GitHub 只读镜像提供,非 GitHub 官方站点,不接受任何登录或凭据输入。前往 github.com
Skip to content
eaignerPublic

About

Bayesian text classifier with flexible tokenizers and storage backends for Go

Resources

Stars

160 stars

Watchers

10 watching

Forks

Repository files navigation

Shield is a bayesian text classifier with flexible tokenizer and backend store support

Currently implemented:

  • Redis backend
  • English tokenizer

Example

package main

import (
  "github.com/eaigner/shield"
)

func main() {
  sh := shield.New(
    shield.NewEnglishTokenizer(),
    shield.NewRedisStore("127.0.0.1:6379", "", 0),
  )

  sh.Learn("good", "sunshine drugs love sex lobster sloth")
  sh.Learn("bad", "fear death horror government zombie god")

  c, _ := sh.Classify("sloths are so cute i love them")
  if c != "good" {
    panic(c)
  }

  c, _ = sh.Classify("i fear god and love the government")
  if c != "bad" {
    panic(c)
  }
}

About

Bayesian text classifier with flexible tokenizers and storage backends for Go

Resources

Stars

160 stars

Watchers

10 watching

Forks

Releases

Packages

Contributors

Languages