Robert J. Hardwick's Projects
BAyesiaN graphical models for Time Series forecasting: a class for building simple Bayesian models for generic n-dimensional time series data
Very simple stochastic COVID-19 simulation based on Anderson et al., Lancet 2020 paper - adapts this model further using a compound Poisson process for population heterogeneity
Fast code to generate probability densities of non-Markovian stochastic phenomena with Libtorch
A home for interesting projects and testing out ideas - all defined by stochadex configs
Futuristic Observations and their eXpected Information: package for automated computation of a suite of information-theoretic and Bayesian expected utilities for deciding between scientific experimental designs
An all-in-one python class for optimised stochastic simulation and forecasting the effect of mass drug administration on helminth (parasitic worm) disease transmission
All of my human art in one place - pencils and pastels
Financial market limit order book microsimulation using an ensemble agent-based approach inspired by extensions to the original Santa Fe model
A JSON logs querier and visualisation app to quickly search through simulation output logs from the stochadex
Code for computing IR correlators of n-fields during cosmological inflation using a stochastic formulation
Inferring and simulating a class of multi-state models with a counting memory which records previous state occupations - the inference is currently written for pneumococcus-like models
Computes a 3-dimensional estimate of the Bayesian evidence from Monte Carlo samples with multivariate KDE
A simulation engine to generate samples from and statistically infer a 'PokΓ©dex' (very general class) of multidimensional stochastic processes
Some tests of deep Q-networks with Pytorch
A toy rugby match simulator written in Go (using the stochadex simulation engine)
GitHub profile page stuff
Technical article repository webpage with a personal profile section