Page Index - SoojungHong/TextMining GitHub Wiki

23 page(s) in this GitHub Wiki:

• Home
• Attention model and Sequence to Sequence model
• C4.5 vs Decision Tree
• CNN (best explanation!)
• Disadvantage of LDA and Biterm Topic Model
• EM (Expectation Maximization)
• K means algorithm in the context of text mining
• LDA and Topic Modeling
• List of Data Mining algorithms
• LSA, pLSA, LDA
• N gram
• Named entity Recognition (NER)
• NLP questions
• NMF (Non Negative Matrix Factorization)
• parsing constituent tags
• pLSA (Probabilistic Latent Semantic Analysis)
• POS (Part of Speech) tagging
• question and answering model
• RDF (Resource Description Framework)
• structured data vs. unstructured data
• Text classification usinig PyTorch
• ToDo : Latest Topic Modeling and Auto Profiling approach
• Word Embedding using FastText