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Hello there! πŸ‘‹

  • I'm a software engineer and simulation builder with experience in many problem domains.
  • My expertise is in Bayesian statistics, machine learning methods and all things stochastic.
  • My domain knowledge includes statistics, physics (cosmology), epidemiology, sports betting and traffic control.
  • In my free time I develop code and write in this technical article repository: umbralcalculations.
  • I also like to create some human art πŸ–ŒοΈ every now and then.

Robert J. Hardwick's Projects

bants icon bants

BAyesiaN graphical models for Time Series forecasting: a class for building simple Bayesian models for generic n-dimensional time series data

covid-simple icon covid-simple

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

dennm-torch icon dennm-torch

Fast code to generate probability densities of non-Markovian stochastic phenomena with Libtorch

dexetera icon dexetera

A home for interesting projects and testing out ideas - all defined by stochadex configs

foxi icon foxi

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

helmpy icon helmpy

An all-in-one python class for optimised stochastic simulation and forecasting the effect of mass drug administration on helminth (parasitic worm) disease transmission

human-art icon human-art

All of my human art in one place - pencils and pastels

lobsim icon lobsim

Financial market limit order book microsimulation using an ensemble agent-based approach inspired by extensions to the original Santa Fe model

logsplorer icon logsplorer

A JSON logs querier and visualisation app to quickly search through simulation output logs from the stochadex

nfield icon nfield

Code for computing IR correlators of n-fields during cosmological inflation using a stochastic formulation

pneumoinfer icon pneumoinfer

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

shortcut_bayes icon shortcut_bayes

Computes a 3-dimensional estimate of the Bayesian evidence from Monte Carlo samples with multivariate KDE

stochadex icon stochadex

A simulation engine to generate samples from and statistically infer a 'PokΓ©dex' (very general class) of multidimensional stochastic processes

test-dqn icon test-dqn

Some tests of deep Q-networks with Pytorch

trywizard icon trywizard

A toy rugby match simulator written in Go (using the stochadex simulation engine)

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