Skip to content

MACHINE LEARNING

fingeredman edited this page Aug 22, 2021 · 1 revision

TEANAPS User Guide


API Documentation

TEANAPS Architecture

├─teanaps  
│     │  
│     ├─ handler  
│     │     ├─ FileHandler  
│     │     ├─ MessageHandler  
│     │     └─ QueueHandler  
│     │  
│     ├─ nlp
│     │     ├─ MorphologicalAnalyzer
│     │     ├─ NamedEntityRecognizer
│     │     ├─ SyntaxAnalyzer 
│     │     ├─ Processing 
│     │     └─ Embedding 
│     │ 
│     ├─ text_analysis 
│     │     ├─ TfidfCalculator 
│     │     ├─ DocumentClustering
│     │     ├─ TopicClustering 
│     │     ├─ CoWordCalculator
│     │     ├─ SentimentAnalysis
│     │     ├─ DocumentSummarizer 
│     │     └─ KeywordExtractor
│     │  
│     ├─ visualization
│     │     ├─ GraphVisualizer
│     │     └─ TextVisualizer 
│     │  
│     └─ machine_learning
│           ├─ Regression
│           ├─ Classification
│           └─ Clustering
└─────────────────────────────────────────

Jump to

Package Class
handler FileHandler, MessageHandler, QueueHandler
nlp MorphologicalAnalyzer, NamedEntityRecognizer, SyntaxAnalyzer, Processing, Embedding
text_analysis TfidfCalculator, DocumentClustering, TopicClustering, CoWordCalculator, SentimentAnalysis, DocumentSummarizer, KeywordExtractor
visualization GraphVisualizer, TextVisualizer
machine_learning Regression, Classification, Clustering

Manual

5. teanaps.machine_learning

5.1. teanaps.machine_learning.Regression
  • TBU
5.2. teanaps.machine_learning.Classification
  • TBU
5.3. teanaps.machine_learning.Clustering
  • TBU

Contents

◥  HOME
     ▸ Notice
     ▸ What can you do with TEANAPS?
     ▸ Why TEANAPS?

◥  INSTALL GUIDE
     ▸ Docker for Everyone
     ▸ Requirements

◥  WEB SCRAPPER
     ▸ Movie Review Scrapper
     ▸ News Article Scrapper
     ▸ AppStore Review Scrapper
     ▸ PlayStore Review Scrapper
     ▸ Naver Cafe Scrapper

◥  API DOCUMENTATION
     ● Architecture
     ▸ Handler
     ▸ NLP
       └ Morphological Analysis
       └ Named Entity Recognition
       └ Syntax Analysis
       └ Pre-processing
     ▸ Text Analysis
       └ TF/TF-IDF
       └ Document Clustering
       └ Topic Modeling
       └ Co-word/Network Analysis
       └ Sentiment Analysis
       └ Summarization
     ▸ Visualization
     ▸ Machine Learning (TBU)

◥  OPEN API
     ▸ ACCESS TOKEN 발급
     ▸ API 리스트
     ▸ API References

◥  TUTORIAL
     ▸ (TBU)

◥  USE CASES
     ▸ Journal
     ▸ Project
     ▸ Lecture & Seminar

◥  APPENDIX
     ▸ 성능평가 결과
     ▸ 형태소 품사 태그표
     ▸ 개체명 태그표
     ▸ References
     ▸ Release history
     ▸ Update History

Clone this wiki locally