Pinned Repositories
elfi
ELFI - Engine for Likelihood-Free Inference
Anoctua
blackjax
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
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
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
wrongbutusefulsbi
Benchmark of misspecified examples common in the SBI literature
RyanJafefKelly's Repositories
RyanJafefKelly/wrongbutusefulsbi
Benchmark of misspecified examples common in the SBI literature
RyanJafefKelly/Anoctua
RyanJafefKelly/blackjax
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
RyanJafefKelly/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.
RyanJafefKelly/code_playground
RyanJafefKelly/elfi
ELFI - Engine for Likelihood-Free Inference
RyanJafefKelly/paper_implementations
I attempt to implement papers of interest to me.
RyanJafefKelly/QUT-mphil-thesis
Code for MPhil thesis that's not included in the core ELFI package
RyanJafefKelly/rsnl
RyanJafefKelly/ryankelly
RyanJafefKelly/fullstack-nanodegree-vm
RyanJafefKelly/geoguessrtraining
RyanJafefKelly/handbook_abc
RyanJafefKelly/hello-world
First repository
RyanJafefKelly/jax-core
An implementation of JAX core based on Autodidax.
RyanJafefKelly/little_owls
RyanJafefKelly/notebooks
Notebook tutorials
RyanJafefKelly/PhysiCell-GBM-simulator
This code simulates the growth of a glioblastoma using PhysiCell
RyanJafefKelly/probML_murphy
RyanJafefKelly/raytracer2021
RyanJafefKelly/rethinking-numpyro
Statistical Rethinking (2nd ed.) with NumPyro
RyanJafefKelly/rnpe
RyanJafefKelly/rona
React + Next + Hooks API
RyanJafefKelly/ryankellysite
RyanJafefKelly/rypyengine
RyanJafefKelly/sbi
Simulation-based inference toolkit
RyanJafefKelly/sbibm
Simulation-based inference benchmark
RyanJafefKelly/test_repo
RyanJafefKelly/xlogit
A Python package for GPU-accelerated estimation of mixed logit models.