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tutorials.md

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###Tutorials

#####Quick-start

#####Text to Vectors

#####Models and Transformation

#####TF-IDF (Model)

#####Phrases (Model)

####Topic Modeling

#####LSI (Model)

#####LDA (Model)

#####Topic Model Tuning

#####Query Similarities

#####Dynamic Topic Modeling

####Word Embeddings

#####Word2Vec (Model)

#####Doc2Vec (Model)

#####Similarity Queries

#####Word Movers Distance

#####Deep Inverse Regression

####Other techniques

#####Summarization

#####Overviews

  • Tutorial showing API for document classification with various techniques: TF-IDF, word2vec averaging, Deep IR, Word Movers Distance and doc2vec
  • Movie plots by genre

###Videos

#Credits Based on wonderful resource by Jason Xie.