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RULEX 基础AI框架

科学计算

• 概率模型
• 均方差
• 最小二乘法

基础AI算法

• ANN
• RNN

Documentation

Index

• func NewAIRuntime(re typex.RuleX) typex.XAiRuntime
• func NewBodyPoseRecognition(re typex.RuleX) typex.XAi
• type AIRuntime
  • func (airt *AIRuntime) GetAi(uuid string) *typex.AI
  • func (airt *AIRuntime) GetRuleX() typex.RuleX
  • func (airt *AIRuntime) ListAi() []*typex.AI
  • func (airt *AIRuntime) LoadAi(Ai *typex.AI) error
  • func (airt *AIRuntime) RemoveAi(uuid string) error
  • func (airt *AIRuntime) StartAi(uuid string) error
  • func (airt *AIRuntime) Stop()
  • func (airt *AIRuntime) StopAi(uuid string) error
  • func (airt *AIRuntime) UpdateAi(Ai *typex.AI) error
• type Algorithm
• type AlgorithmResource
• type BodyPoseRecognition
  • func (ba *BodyPoseRecognition) Infer(input [][]float64) [][]float64
  • func (ba *BodyPoseRecognition) Start(map[string]interface{}) error
  • func (ba *BodyPoseRecognition) Stop()

Functions

func NewAIRuntime

func NewAIRuntime(re typex.RuleX) typex.XAiRuntime

func NewBodyPoseRecognition

func NewBodyPoseRecognition(re typex.RuleX) typex.XAi

Types

type AIRuntime

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

func (*AIRuntime) GetAi

func (airt *AIRuntime) GetAi(uuid string) *typex.AI

func (*AIRuntime) GetRuleX

func (airt *AIRuntime) GetRuleX() typex.RuleX

func (*AIRuntime) ListAi

func (airt *AIRuntime) ListAi() []*typex.AI

func (*AIRuntime) LoadAi

func (airt *AIRuntime) LoadAi(Ai *typex.AI) error

func (*AIRuntime) RemoveAi

func (airt *AIRuntime) RemoveAi(uuid string) error

func (*AIRuntime) StartAi

func (airt *AIRuntime) StartAi(uuid string) error

func (*AIRuntime) Stop

func (airt *AIRuntime) Stop()

func (*AIRuntime) StopAi

func (airt *AIRuntime) StopAi(uuid string) error

func (*AIRuntime) UpdateAi

func (airt *AIRuntime) UpdateAi(Ai *typex.AI) error

type Algorithm

type Algorithm struct {
	UUID        string // UUID
	Type        string // 模型类型: ANN_APP1 RNN_APP2 CNN_APP3 ....
	Name        string // 名称
	State       int    // 0开启;1关闭
	Document    string // 文档连接
	Description string // 概述
}

* * 算法模型 *

type AlgorithmResource

type AlgorithmResource interface {
	Init(map[string]interface{}) error // 初始化环境
	// Type , Sample, ExpectOut
	Train(string, [][]float64, [][]float64) error      // 训练模型
	Load() error                                       // 加载模型
	OnCall(string, [][]float64) map[string]interface{} // 用数据去执行
	Unload() error                                     // 卸载模型
	AiDetail() Algorithm                               // 获取信息
}

* * AI 接口 *

type BodyPoseRecognition

type BodyPoseRecognition struct {
}

func (*BodyPoseRecognition) Infer

func (ba *BodyPoseRecognition) Infer(input [][]float64) [][]float64

func (*BodyPoseRecognition) Start

func (ba *BodyPoseRecognition) Start(map[string]interface{}) error

func (*BodyPoseRecognition) Stop

func (ba *BodyPoseRecognition) Stop()