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Name: Alberto Lumbreras
Type: User
Company: Criteo AI Lab
Bio: Machine Learning Researcher
Twitter: albertlumbreras
Location: Toulouse
Name: Alberto Lumbreras
Type: User
Company: Criteo AI Lab
Bio: Machine Learning Researcher
Twitter: albertlumbreras
Location: Toulouse
Public site www.albertolumbreras.net
Source of www.albertolumbreras.net
Python implementation of Adaptive Rejection Sampling
A tutorial on stochastic blockmodeling with pymc. My first contact with MCMC methods when I started my PhD. Useless and wrong. Notably, traces of user assigments to clusters don't move at all, which means the sampler is stuck at one of the modes. I leave it here just for archeological reasons. Reminds me of how biased was my prior of knowledge.
Probabilistic modeling of discussion threads in online forums. Contact me for a cleaner and more recent version.
R implementation of the Dirichlet Process Gaussian Mixture Model (with MCMC)
Code for the paper "Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models"
Stochastic models for discussion threads. On going work.
Analytics of a user's facebook audience
A tutorial about generative models for discussion threads in online forums
Persona blogo
A short tutorial on MCMC with examples in R.
Code for our ICML '18 paper "Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization"
Code for our paper "Bayesian Mean-parameterized Nonnegative Binary Matrix Factorization"
HMC No-U-Turn sampler (NUTS) implementation in C++
HMC No-U-Turn sampler (NUTS) implementation in R
A script that helps you get a rendez-vous to ask for French citizenship.
Parses a json file of reddit comments and dump it to a MySQL database
An R package with miscellaneous helpful functions that I use regularly
Datasets and scripts to analyze political data such as votes in the Spanish Congress.
A set of scripts to analyze networks in Twitter (neighbourhoods, participants in a hashtag, etc)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.