radimrehurek.com
gensim: models.ldamodel – Latent Dirichlet Allocation
http://radimrehurek.com/gensim/models/ldamodel.html
Machine learning, NLP, data mining. Custom SW design, development, optimizations. Corporate trainings and IT consulting. Models.ldamodel Latent Dirichlet Allocation. 8211; Latent Dirichlet Allocation. For a faster implementation of LDA (parallelized for multicore machines), see. Latent Dirichlet Allocation (LDA) in Python. The core estimation code is based on the. Script by M. Hoffman [1]. See Hoffman, Blei, Bach: Online Learning for Latent Dirichlet Allocation, NIPS 2010. Runs in constant memory. Is the...
radimrehurek.com
gensim: models.word2vec – Deep learning with word2vec
http://radimrehurek.com/gensim/models/word2vec.html
Machine learning, NLP, data mining. Custom SW design, development, optimizations. Corporate trainings and IT consulting. Models.word2vec Deep learning with word2vec. 8211; Deep learning with word2vec. Deep learning via word2vec’s “skip-gram and CBOW models”, using either hierarchical softmax or negative sampling [1]. The training algorithms were originally ported from the C package https:/ code.google.com/p/word2vec/. And extended with additional functionality. Initialize a model with e.g.:. Module which...
radimrehurek.com
gensim: Corpora and Vector Spaces
http://radimrehurek.com/gensim/tut1.html
Machine learning, NLP, data mining. Custom SW design, development, optimizations. Corporate trainings and IT consulting. Corpora and Vector Spaces. Corpora and Vector Spaces. This tutorial is available as a Jupyter Notebook here. Don’t forget to set. If you want to see logging events. From Strings to Vectors. This time, let’s start from documents represented as strings:. Human machine interface for lab abc computer applications. A survey of user opinion of computer system response time. Graph, trees],.
radimrehurek.com
Notebook
http://radimrehurek.com/data_science_python
Practical Data Science in Python ¶. This notebook accompanies my talk on Data Science with Python at the University of Economics. In Prague, December 2014. Questions and comments welcome @RadimRehurek. The goal of this talk is to demonstrate some high level, introductory concepts behind (text) machine learning. The concepts are demonstrated by concrete code examples in this notebook, which you can run yourself (after installing IPython, see below), on your own computer. Python (and of most its libraries)...
martin.mateju.cz
Reference » Martin Matějů
http://martin.mateju.cz/reference
Programátor a specialista na Wordpress. S těmi nejlepšími úzce spolupracuji. Online marketing a konzultace. Online marketing a optimalizace. Vybírám některé své klienty. Cukrárna Grand Cafe Praha. Programování modulů pro fotobanku. Online marketing a optimalizace. Alchymist Grand Hotel and Spa. Externí hodnotitel OPPI ICT programů. Online marketing a optimalizace. Marketing a prezentační materály. Internetový a IT full servis. Marketing a prezentační materály. Marketing a prezentační materály.
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