Discover @ThomasBrouwer Open Source projects

Thomas Brouwer (@ThomasBrouwer)

ThomasBrouwer

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Registered over 10 years ago
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Python
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Location 🇬🇧 United Kingdom
Country Total Rank 13,411
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Python
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BNMTF

Python code for "Fast Bayesian nonnegative matrix factorisation and tri-factorisation", presented at NIPS 2016 Workshop on Advances in Approximate Bayesian Inference

HMF

Python code for "Bayesian hybrid matrix factorisation for data integration", published at 20th International Conference on Artificial Intelligence and Statistics (AISTATS 2017).

BMF_Priors

Python code for "Prior and Likelihood Choices for Bayesian Matrix Factorisation on Small Datasets".

BNMTF_ARD

Python code for "Comparative Study of Inference Methods for Bayesian Nonnegative Matrix Factorisation", published at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017).

kmeans_missing

Implementation of the K-means clustering algorithm, for a dataset in which data points can have missing values for some coordinates.