Page Index - SoojungHong/TextMining GitHub Wiki

45 page(s) in this GitHub Wiki:

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