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1. gensim - What is different between doc2vec models when the dbow_words is set to 1 or 0? - Stack Overflow

   So, if you only need word-vectors, sure, just use Word2Vec. If you only need doc-vectors, use Doc2Vec in a mode that doesn't create or word-vectors (pure PV-DBOW, dm=0, dbow_words=1) or a Doc2Vec mode that also happens to create word-vectors but just choose to ignore them. If you need both from the same data, use a Doc2Vec mode that also creates word-vectors (like PV-DM dm=1 or PV-DBOW-with-interleaved-skip-gram-word-training, dm=0, dbow_words=1). If you need both but do it in two separate steps, you'll spend more time training, and the vectors won't be inherently compatible. – 
   gojomo
   Nov 29 '18 at 12:54

   2021-09-27 Tags: gensim, nlp, doc2vec, dbow, tuning by klotz
2. Another Twitter sentiment analysis with Python — Part 6 (Doc2Vec) | by Ricky Kim | Towards Data Science

   2021-09-27 Tags: gensim, doc2vec, sentiment analysis, data science by klotz
3. Doc2Vec Model — gensim

   2021-09-24 Tags: gensim, tutorial, nlp, word2vec, doc2vec, machine learning, embedding by klotz
4. Documentation — gensim

   2021-09-24 Tags: gensim, tutorials, nlp, word2vec, doc2vec, fasttext, similarity, annoy, lda, machine learning by klotz
5. “Building a Topic Modeling Pipeline with spaCy and Gensim”

   2019-09-18 Tags: topic modelling, gensim, python, spacy by klotz
6. Using LDA Topic Models as a Classification Model Input

   2019-03-04 Tags: lda, topic modelling, nlp, gensim by klotz
7. python 3.x - How to save and load Glove models? - Stack Overflow

   from gensim.scripts.glove2word2vec import glove2word2vec
   glove2word2vec(glove_input_file=file, word2vec_output_file="gensim_glove_vectors.txt")
   from gensim.models.keyedvectors import KeyedVectors
   model = KeyedVectors.load_word2vec_format("gensim_glove_vectors.txt", binary=False)

   2019-02-11 Tags: gensim, glove, word2vec, python, tutorial by klotz
8. gensim: Installation

   2019-02-11 Tags: gensim, installation by klotz
9. How to Develop Word Embeddings in Python with Gensim

   2018-08-14 Tags: glove, word2vec, word embedding, python, gensim, nlp, machine learning by klotz
10. 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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