WIP: Roadmap

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Lev Konstantinovskiy edited this page Sep 25, 2016 · 6 revisions

May - July 2016:

~~Beginner doc2vec tutorial.~~ See tutorial
~~Intermediate word2vec and doc2vec tutorials based on common mailing list questions.~~ Fixed via code warnings.
Visualisation for comparing two LDA models based on PyLDAVis. Maybe rewrite in Bokeh so can keep developing in Python.

Jul - Nov 2016:

update website on radimrehurek.com
Running Gensim on Spark or Hadoop.
Reading the ouput of Spark MLLib LDA model into gensim.
GPU integration. Keras integration. Evaluation of word2veckeras.
SpaCy collaboration: sparsetools, common API.
Sklearn integration (here's how keras does their sklearn wrappers, add module to sklearn_contrib github repo).
GPU part 2. TensorFlow SVD for LSI, word2vec and glove integration. Replacement of existing word2vec code.