dennisprangle Goto Github PK

.emacs.d

Contents of my emacs directory

2903questions

Shiny app asking revision questions for MAS2903 (intro to Bayesian Stats)

abcdistances.jl

Performs approximate Bayesian computation (ABC) using various distance functions

abctools

R package providing tools for approximate Bayesian computation, including summary statistic selection and assessing coverage

adversarialdesigncode

Code for the paper "Bayesian experimental design without posterior calculations: an adversarial approach"

debiasedmcmc

Unbiased Markov chain Monte Carlo with couplings

dennisprangle.github.io

Personal website

distillingimportancesampling

Code for the paper Distilling importance samping

gk

R package for the g-and-k distribution

jrnotebooks

Jupyter notebooks for Jumping Rivers course

lazyabcexample

R package implementing lazy ABC paper example

lfexamples

List of example applications for use with likelihood-free inference

nflows

Normalizing flows in PyTorch

pyprob

A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch

pyro

Deep universal probabilistic programming with Python and PyTorch

r-north-east-talk-2016

rainfallabc

ABC analysis of rainfall data in R

rareeventabc.jl

A rare event approach to high dimensional Approximate Bayesian computation

toyjetsshower