PHP Classes

File: examples/case-studies/ai/semantic_macro_profiler/semantic_macro_profiler-GR.md

Recommend this page to a friend!
  Packages of Christos Drogidis   Ascoos OS   examples/case-studies/ai/semantic_macro_profiler/semantic_macro_profiler-GR.md   Download  
File: examples/case-studies/ai/semantic_macro_profiler/semantic_macro_profiler-GR.md
Role: Documentation
Content type: text/markdown
Description: Documentation
Class: Ascoos OS
A PHP Web 5.0 Kernel for decentralized web and IoT
Author: By
Last change: Semantic Macro Profiler
Date: 7 months ago
Size: 4,687 bytes
 

Contents

Class file image Download

????????? ??????? ????????????

???? ? ?????? ?????????? ??????? ??? ?? Ascoos OS ?????? ?? ????????? ??? ???????? ???????????? ?? ????? ?????????? ????????, DSL scripting, NLP ??? ???????? ???? AI. ?? ??????? ??????? ?????????? ???????????, ????????? ?????????? ??? ????????, ?????????? DSL ?? ???????????? ??? ??? ??????? ????? ??????????? ?????????? ???????.

??????

  • ??????? ???????????? ?? NLP
  • ???????? ????????? ???????????? ?? AI
  • ????????? DSL ?? AST ??? ????????
  • ???????????? semantic scores ??? ?????????? ?????????????

?????? ??????? ??? Ascoos OS

  • TLanguageProcessingAIHandler ????????? ????????????? ??? ?????????
  • TNeuralNetworkHandler ???????, ?????????? ??? ???????? ?????????? ???????
  • AbstractDslAstBuilder ??????? DSL ??? ?????????? AST
  • AstMacroTranslator ????????? ??? ???????? ????????????
  • TChartsHandler ?????????? ?????????? semantic scores
  • TFilesHandler ?????????? JSON ???????? ??? ?????????? ???????
  • TEventHandler ????????? ????????? ????????????
  • TErrorMessageHandler ?????????? ????????? ??? ?????????

???? ???????

? ????????? ????????? ?? ??? ?????? PHP: - semantic_macro_profiler.php

???????????? ??? ?? ??????: NLP ???????, ???????? AI, ??????? DSL, ???????? ???????????? ??? ???????.

??????????????

  1. PHP ? 8.2
  2. ????????????? ?? Ascoos OS ? ?? AWES 26

??? ?????????

  1. ???????? macro script ?? DSL ?? semantic ????????.
  2. ????????? ?? ??????????? ?? NLP: - ????????? ????????????? (??????, ????????, ????????) - ??????? ??????????????? ???????
  3. ?????????? ??? ???????????? ????????? ??????: - ???????: 3 ? ?????: 4 (ReLU) - ?????: 4 ? ??????: 1 (Sigmoid)
  4. ???????????? ?????????? ?????????.
  5. ?? ? ?????????? > 0.5, ?????????? macro.
  6. ????????????? ??????? ??? ???????????? JSON ???????.

?????????? ??????

$sentiment = $nlp->naiveBayesSentiment($text);
$concepts  = $nlp->conceptActivationVector([...], [$text]);

$ai->compile([...]);
$ai->fit([...], [...], epochs: 500, lr: 0.01);
$score = $ai->predictNetwork([[...]])[0];

if ($score > 0.5) {
    $macroContainer->executeIfTrue();
}

??????????? ??????????

?? ? ???????? ????? ?????:

???????? ????????????: audit_macro

??????:

? ??????????? ???????????? ???? ??????? ????????? AI

?????

??????????

???????? ?? ??????????? ?? ?????? ??? ????????????, ?? ???????????? ???????? semantic triggers ? ?? ?????????? ?? AI ???????. ????? ?? CONTRIBUTING.md ??? ???????.

????? ??????

???? ? ?????? ?????????? ??? ??? Ascoos General License (AGL). ????? ?? LICENSE.md.