Robert J. Hardwick's repositories
worlds-of-observation
Open source book about building more realistic environments for machine learning systems
bants
BAyesiaN graphical models for Time Series forecasting: a class for building simple Bayesian models for generic n-dimensional time series data
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
Fast code to generate probability densities of non-Markovian stochastic phenomena with Libtorch
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
human-art
All of my human art in one place - pencils and pastels
learnadex
Maximum a posteriori (MAP) optimisation, dynamical process emulation and approximate inference tools for generalised stochastic models
stochadex
A simulation engine to generate samples from a 'Pokédex' (very general class) of multidimensional stochastic processes
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
Computes a 3-dimensional estimate of the Bayesian evidence from Monte Carlo samples with multivariate KDE
test-dqn
Some tests of deep Q-networks with Pytorch
umbralcalc
GitHub profile page stuff
umbralcalc.github.io
Technical article repository webpage with a personal profile section