RyanJafefKelly

wrongbutusefulsbi

Benchmark of misspecified examples common in the SBI literature

Anoctua

BSL

Bayesian synthetic likelihood (BSL, Price et al (2018)) is an alternative to standard, non-parametric approximate Bayesian computation (ABC). BSL assumes a multivariate normal distribution for the summary statistic likelihood and it is suitable when the distribution of the model summary statistics is sufficiently regular.

code_playground

elfi

ELFI - Engine for Likelihood-Free Inference

paper_implementations

I attempt to implement papers of interest to me.

QUT-mphil-thesis

Code for MPhil thesis that's not included in the core ELFI package

rsnl

ryankelly

fullstack-nanodegree-vm

geoguessrtraining

handbook_abc

hello-world

First repository

jax-core

An implementation of JAX core based on Autodidax.

notebooks

Notebook tutorials

PhysiCell-GBM-simulator

This code simulates the growth of a glioblastoma using PhysiCell

probML_murphy

raytracer2021

rethinking-numpyro

Statistical Rethinking (2nd ed.) with NumPyro

rnpe

rona

React + Next + Hooks API

ryankellysite

rypyengine

sbi

Simulation-based inference toolkit

sbibm

Simulation-based inference benchmark

test_repo

xlogit

A Python package for GPU-accelerated estimation of mixed logit models.