Martin Smit's Projects
Agent-based modeling framework in Julia
Exploring explores different ways of solving the combinatorial problem of choosing which time series sum together to give an overall time series of interest.
An implementation of the Cucker-Smaile model of consensus dynamics to test inference with Turing on noisy data.
Julia implementation of various algorithms for calculating discrete Voronoi diagrams.
Agent based modelling for an evolutionary game theory problem
Team S.Q.U.A.D.'s entry to the Helping Hack organised by Warwick Data Science Society
Session material and solutions for the Into the Tidyverse course taught by WDSS
My personal website.
A few examples of some models I've built from data I've found on Kaggle.
Methods for M-estimation of statistical models
An Equinox implementation of N-dimensional MLP-Mixers aka Multiscale-Mixers
Cartel-detection in rational complex networks.
A project about online detection of changepoints of a random walk
Storing code for my 2021 EURSS project about queueing network systems where nodes decide where to send incoming jobs.
Reverse Mode Automatic Differentiation for Julia
A tool to archive Slack links
An implementation of a simple Social Force model in JAX
An implementation of the sparse-beta model (Chen, Keto, Leng 2019) and its parameter estimators.
A collection of examples of how to speed up Julia based on Chris Wyman's "Tips for Optimizing C/C++ Code".
A library for differentiating tacit BQN expressions.
Ternary/simplex plotting recipe/addon for Plots.jl
[Legacy] Source notebooks and website code for WDSS's research blog
A sentiment analysis and visualisation tool in R