alumbreras/NBMF

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R
Created over 4 years ago
Updated over 4 years ago

alumbreras/NBMF

alumbreras

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Code for our paper "Bayesian Mean-parameterized Nonnegative Binary Matrix Factorization"

twitter-followers-graph

A set of scripts to analyze networks in Twitter (neighbourhoods, participants in a hashtag, etc)

Jupyter Notebook

ARS

Python implementation of Adaptive Rejection Sampling

reddit_parser

Parses a json file of reddit comments and dump it to a MySQL database

DP-GMM

R implementation of the Dirichlet Process Gaussian Mixture Model (with MCMC)

NUTS-Cpp

HMC No-U-Turn sampler (NUTS) implementation in C++

rdv_naturalisation

A script that helps you get a rendez-vous to ask for French citizenship.

discussion-threads

Probabilistic modeling of discussion threads in online forums. Contact me for a cleaner and more recent version.

Dual-DPGMM

Code for the paper "Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models"

facebook_analytics

Analytics of a user's facebook audience

neighborhood_motifs

rtransparency

Datasets and scripts to analyze political data such as votes in the Spanish Congress.

MMLE-GaP

Code for our ICML '18 paper "Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization"

generative-discussion-threads

A tutorial about generative models for discussion threads in online forums

Jupyter Notebook