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Update README.md
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ddangelov committed Mar 23, 2020
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Expand Up @@ -33,6 +33,7 @@ attracted the documents to the dense area are the topic words.
**The Algorithm:**

1. Create jointly embedded document and word vectors using [Doc2Vec](https://radimrehurek.com/gensim/models/doc2vec.html).
>Documents will be placed to other similar documents and close to most distinguishing words.
![Joint Document and Word Embedding](images/doc_word_embedding.svg)
2. Create lower dimensional embedding of document vectors using [UMAP](https://github.com/lmcinnes/umap)
3. Find dense areas of documents using [HDBSCAN](https://github.com/scikit-learn-contrib/hdbscan)
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