Blog posts, tutorial videos, hackathons and other useful Gensim resources, from around the internet.
Use FastText or Word2Vec? Comparison of embedding quality and performance. Jupyter Notebook
Multiword phrases extracted from How I Met Your Mother. Blog post by Mark Needham
Using Gensim LDA for hierarchical document clustering. Jupyter notebook by Brandon Rose
Evolution of Voldemort topic through the 7 Harry Potter books. Blog post
Movie plots by genre: Document classification using various techniques: TF-IDF, word2vec averaging, Deep IR, Word Movers Distance and doc2vec. Github repo
Word2vec: Faster than Google? Optimization lessons in Python, talk by Radim Řehůřek at PyData Berlin 2014. Youtube video
Word2vec & friends, talk by Radim Řehůřek at MLMU.cz 7.1.2015. Youtube video