posterior

There are 0 repository under posterior topic.

bat / BAT.jl
A Bayesian Analysis Toolkit in Julia
julia statistics bayesian-inference bayesian-statistics mcmc machine-learning prior posterior
Language:Julia 193
PolyChord / PolyChordLite
Public version of PolyChord: See polychord.co.uk for PolyChordPro
bayesian-inference nested-sampling astronomy cosmology particle-physics sampling-methods statistics polychord log-likelihood mpi posterior openmpi gfortran
Language:Fortran 81
abhiagwl / vistan
A simple library to run variational inference on Stan models.
stan inference variational-inference variational-bayes autograd normalizing-flows realnvp automatic-differentiation pystan stan-models iw-sampling posterior inference-algorithms rank-gaussian
Language:Python 15
paulnorthrop / revdbayes
Ratio-of-Uniforms Sampling for Bayesian Extreme Value Analysis
bayesian extremes posterior rcpp predictive extreme value analysis inference r generalized-pareto-distribution gev nhpp point-process extreme-value-statistics
Language:R 5
JBris / stan-cmdstanr-gpu-docker
A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling. GPU support using OpenCL is available.
bayes bayesian-inference brms cmdstan cmdstanr data-science docker probabilistic-programming rstan rstanarm stan stan-lang stan-math-library tidyverse posterior tidybayes projpred shinystan stan-gpu
Language:Dockerfile 2
thomasjdelaney / Multiscale
Project for fitting a multiscale model as described in Kolaczyk et al 2000.
python statistics statistical-models geographical-models hierarchical-models hierarchical-data multiscale multiscale-analysis multiscale-test-statistics posterior bayesian-statistics bayesian-methods
Language:Python 2
SimonVaughanDataAndCode / tonic
MCMC with R
bayesian diagnostics ensemble-sampler mcmc metropolis-hastings plot posterior r walker
Language:R 1
balazsrobi / bayesianneuralnetworks
Two different classification task solved with bayesian neural networks using PyMC3 as part of my MSc thesis. It was inspired by Thomas Wiecki blog post, thanks for his contribution.
bayesian-inference bayesian-statistics neural-network pymc3 classification theano posterior-predictive posterior
Language:Jupyter Notebook 0