Name: Martin Trapp
Type: User
Company: Aalto University
Bio: Postdoctoral researcher @ Aalto University | Academy of Finland fellow
Research interests: probabilistic models, tractability, nonparametrics, Bayesian stats
Twitter: martin_trapp
Location: Europe
Blog: https://trappmartin.github.io/
Martin Trapp's Projects
A list of various lists consisting of academics on Mastodon
Probabilistic Circuits in Julia
Implementation of variational Bayes inference algorithms
A structured list of resources about Sum-Product Networks (SPNs)
Implementation of Bayesian Sum-Product Networks
Concise and beautiful algorithms written in Julia
Bayesian nonparametrics in Julia
A Julia package to support conjugate prior distributions.
Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)
A Julia package for parameter inference of time series data using nonlinear delayed SDE models
A Julia package for probability distributions and associated functions.
A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.
Tokenizer for (DE, EN, ES, FR, IT, and PT) based on the Europarl preprocessing tools
A collection of useful .gitignore templates
Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models.
Clustering time series using Gaussian processes and Variational Bayes.
Graph layout algorithms in pure Julia
Julia implementations of the Hilbert-Schmidt Independence Criterion (HSIC)
Hilbert-Schmidt Independence Criterion
Julia implementation of India Buffet Process (linear-Gaussian infinite latent feature model)
Koç University deep learning framework.
MCMC inference in Julia
repository containing slides for my talks
A collection of open source licenses in Markdown format. Contributions are always welcome!
DMRG using Matrix Product States in Julia
Automatically exported from code.google.com/p/microbedmm
A set of functions to support the development of machine learning algorithms
React
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