3.7.1

3.7.1, 2019-01-31

👍 Improvements

• NMF optimization & documentation (@anotherbugmaster, #2361)
• Optimize FastText.load_fasttext_model (@mpenkov, #2340)
• Add warning when string is used as argument to Doc2Vec.infer_vector (@tobycheese, #2347)
• Fix light linting issues in LdaSeqModel (@horpto, #2360)
• Move out process_result_queue from cycle in LdaMulticore (@horpto, #2358)

🔴 Bug fixes

• Fix infinite diff in LdaModel.do_mstep (@horpto, #2344)
• Fix backward compatibility issue: loading FastTextKeyedVectors using KeyedVectors (missing attribute compatible_hash) (@menshikh-iv, #2349)
• Fix logging issue (conda-forge related) (@menshikh-iv, #2339)
• Fix WordEmbeddingsKeyedVectors.most_similar (@Witiko, #2356)
• Fix issues of flake8==3.7.1 (@horpto, #2365)

📚 Tutorial and doc improvements

• Improve FastText documentation (@mpenkov, #2353)
• Minor corrections and improvements in Any*Vec docstrings (@tobycheese, #2345)
• Fix the example code for SparseTermSimilarityMatrix (@Witiko, #2359)
• Update poincare documentation to indicate the relation format (@AMR-KELEG, #2357)

⚠️ Deprecations (will be removed in the next major release)

• Remove

  • gensim.models.wrappers.fasttext (obsoleted by the new native gensim.models.fasttext implementation)
  • gensim.examples
  • gensim.nosy
  • gensim.scripts.word2vec_standalone
  • gensim.scripts.make_wiki_lemma
  • gensim.scripts.make_wiki_online
  • gensim.scripts.make_wiki_online_lemma
  • gensim.scripts.make_wiki_online_nodebug
  • gensim.scripts.make_wiki (all of these obsoleted by the new native gensim.scripts.segment_wiki implementation)
  • "deprecated" functions and attributes

• Move

  • gensim.scripts.make_wikicorpus ➡ gensim.scripts.make_wiki.py
  • gensim.summarization ➡ gensim.models.summarization
  • gensim.topic_coherence ➡ gensim.models._coherence
  • gensim.utils ➡ gensim.utils.utils (old imports will continue to work)
  • gensim.parsing.* ➡ gensim.utils.text_utils