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For some papers I released software such as Twitter word2vec embeddings. I also released some implementations of other people's papers.

Word2vec model trained on Twitter

#word2vec #python

word2vec-api - Simple web service providing a word embedding model

word2vec pretrained models

#word2vec

word2vec

#word2vec #python #gensim

#dataviz #topic modeling #dato

LDA for online reviews

#topic modeling

PyTexas 2015. Introduction to Topic Modeling in Python

Libraries for topic modeling in Python (Gensim, Graphlab (dato), lda, sklearn)

#python #topic modeling

LDA - topic modeling - Python

#lda #topic modeling #python

Probabilistic models Python

#lda #topic modeling #python

#dataviz

In the context of information retrieval and natural language processing, latent variable models are quite useful in modeling and discovering hidden structure that often leads to "semantic" data representations. This talk will provide an overview of the most popular approaches and discuss the range of possible applications for such models, including language modeling, ad hoc retrieval, text categorization and collaborative filtering.

video lecture on Latent Semantic Variable Models

#topic modeling

Efficient topic modelling in Python

Gensim tutorials

#gensim #python #tutorials #topic modeling

#python #tutorial #topic modeling #lsa

#PLSI #topic modeling

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