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klotz: document* + nlp*

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1. DocQuery

   2022-09-04 Tags: document, nlp, search, summarization, invoices, contracts, forms, emails, letters, receipts by klotz
2. Document Clustering with Python

   tokenizing and stemming each synopsis
   transforming the corpus into vector space using tf-idf
   calculating cosine distance between each document as a measure of similarity
   clustering the documents using the k-means algorithm
   using multidimensional scaling to reduce dimensionality within the corpus
   plotting the clustering output using matplotlib and mpld3
   conducting a hierarchical clustering on the corpus using Ward clustering
   plotting a Ward dendrogram
   topic modeling using Latent Dirichlet Allocation (LDA)

   2018-08-16 Tags: lda, document, clustering, python, tf-idf, k-means, nlp, text by klotz
3. Document similarity – Using gensim Doc2Vec – Machine Learning practices

   2018-08-10 Tags: gensim, doc2vec, tutorial, document, similarity, nlp, data science, embedding by klotz

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