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Hi there 👋

  • 🧔 I'm Kostas, a 4th year PhD student in Statistics, at the University of Edinburgh.
  • 🪐 I am interested in Bayesian models of complex dynamics. My work tries to address the computational challenges of such models.
  • 🐍 I like to write Python code and I am using 🔪 JAX.
  • 📫 I can be contacted via email. Also on twitter and linkedin.
  • 🕸️ Here is my webpage

Kostas Tsampourakis's Projects

artificial-soc icon artificial-soc

A python implementation of the artificial society game "SugarSpace" introduced in the book "Growing Artificial Societies" by J.Epstein and R.Axtell

bayesianfiltering icon bayesianfiltering

A set of functions and scripts to generate SSM data and perform Bayesian inference via various methodologies.

cpgraph icon cpgraph

A R package for HD changepoint detection in mean and graph change models.

kostastsa.github.io icon kostastsa.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

pybdm-1 icon pybdm-1

Python implementation of block decomposition method for approximating algorithmic complexity

svm-sgd icon svm-sgd

Implementation of a linear support vector machine with stochastic gradient descent, trained on the MNIST dataset

topic-modelling-lda icon topic-modelling-lda

We implement the Latent Dirichlet Allocation model for topic modelling on a dataset of BBC articles

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