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Top 6 gibbs-sampling open source projects

Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations

A Latent Dirichlet Allocation implementation in Python.

✭ 51

python shell nlp machine-learning natural-language-processing machine-learning-algorithms topic-modeling bayesian-inference lda variational-inference latent-dirichlet-allocation gibbs-sampling gibbs-sampler topic-models

Study-of-David-Mackay-s-book-

David Mackay's book review and problem solvings and own python codes, mathematica files

✭ 46

Jupyter Notebook Mathematica CSS c TeX python data-science clustering-algorithm kmeans-clustering hamiltonian-monte-carlo gibbs-sampling maximum-likelihood-estimation monte-carlo-sampling mathematica-notebook

An unsupervised machine learning algorithm for the segmentation of spatial data sets.

✭ 46

Jupyter Notebook machine-learning markov-chain bayesian-methods geophysics gaussian-mixture-models segmentation mixture-model gibbs-sampling hidden-markov-models gibbs-energy

Clone identification from single-cell data

✭ 49

r scrna-seq single-cell somatic-mutations gibbs-sampling clonal-clustering

1-6 of 6 gibbs-sampling projects