MACHINE LEARNING - fingeredman/teanaps GitHub Wiki

TEANAPS User Guide

API Documentation

TEANAPS Architecture

β”œβ”€teanaps  
β”‚     β”‚  
β”‚     β”œβ”€ handler  
β”‚     β”‚     β”œβ”€ FileHandler  
β”‚     β”‚     β”œβ”€ MessageHandler  
β”‚     β”‚     └─ QueueHandler  
β”‚     β”‚  
β”‚     β”œβ”€ nlp
β”‚     β”‚     β”œβ”€ MorphologicalAnalyzer
β”‚     β”‚     β”œβ”€ NamedEntityRecognizer
β”‚     β”‚     β”œβ”€ SyntaxAnalyzer 
β”‚     β”‚     β”œβ”€ Processing 
β”‚     β”‚     └─ Embedding 
β”‚     β”‚ 
β”‚     β”œβ”€ text_analysis 
β”‚     β”‚     β”œβ”€ TfidfCalculator 
β”‚     β”‚     β”œβ”€ DocumentClustering
β”‚     β”‚     β”œβ”€ TopicClustering 
β”‚     β”‚     β”œβ”€ CoWordCalculator
β”‚     β”‚     β”œβ”€ SentimentAnalysis
β”‚     β”‚     β”œβ”€ DocumentSummarizer 
β”‚     β”‚     └─ KeywordExtractor
β”‚     β”‚  
β”‚     β”œβ”€ visualization
β”‚     β”‚     β”œβ”€ GraphVisualizer
β”‚     β”‚     └─ TextVisualizer 
β”‚     β”‚  
β”‚     └─ machine_learning
β”‚           β”œβ”€ Regression
β”‚           β”œβ”€ Classification
β”‚           └─ 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
  • λ³Έ μžλ£ŒλŠ” ν…μŠ€νŠΈ λ§ˆμ΄λ‹μ„ ν™œμš©ν•œ 연ꡬ 및 κ°•μ˜λ₯Ό μœ„ν•œ λͺ©μ μœΌλ‘œ μ œμž‘λ˜μ—ˆμŠ΅λ‹ˆλ‹€.
  • λ³Έ 자료λ₯Ό κ°•μ˜ λ˜λŠ” 연ꡬ λͺ©μ μœΌλ‘œ ν™œμš©ν•˜κ³ μž ν•˜μ‹œλŠ” 경우 κΌ­ μ•„λž˜ λ©”μΌμ£Όμ†Œλ‘œ μ—°λ½μ£Όμ„Έμš”.
  • λ³Έ μžλ£Œμ— λŒ€ν•œ 상업적 ν™œμš©κ³Ό ν—ˆκ°€λ˜μ§€ μ•Šμ€ 배포λ₯Ό κΈˆμ§€ν•©λ‹ˆλ‹€.
  • κ°•μ˜, μ €μž‘κΆŒ, 좜판, νŠΉν—ˆ, κ³΅λ™μ €μžμ— κ΄€λ ¨ν•΄μ„œλŠ” 문의 λ°”λžλ‹ˆλ‹€.

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