Awesome Open Source

Programming Languages

Search results for bayesian inference julia language

bayesian-inference x

julia-language x

21 search results found

Turing.jl ⭐ 1,877

Bayesian inference with probabilistic programming.

Soss.jl ⭐ 401

Probabilistic programming via source rewriting

Dynamichmc.jl ⭐ 231

Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.

Invertiblenetworks.jl ⭐ 128

A Julia framework for invertible neural networks

Temporalgps.jl ⭐ 97

Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt21a.html

Tilde.jl ⭐ 69

WIP successor to Soss.jl

Turingglm.jl ⭐ 58

Bayesian Generalized Linear models using `@formula` syntax.

Dynamichmcexamples.jl ⭐ 34

Examples for Bayesian inference using DynamicHMC.jl and related packages.

Hiqga.jl ⭐ 27

High Quality Geophysical Analysis provides a general purpose Bayesian and deterministic inversion framework for various geophysical methods and spatially distributed / timeseries data

Embracinguncertainty ⭐ 24

Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"

Turingbnpbenchmarks ⭐ 22

Benchmarks of Bayesian Nonparametric models in Turing and other PPLs

Mcmcdiagnostics.jl ⭐ 22

Markov Chain Monte Carlo convergence diagnostics in Julia

Kissabc.jl ⭐ 22

Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation

Posteriorplots.jl ⭐ 20

Graphical tools for Bayesian inference and posterior predictive checks.

Causalgpslc.jl ⭐ 4

Causal Inference using Gaussian Processes with Structured Latent Confounders. Estimate treatment effects with Gaussian processes.

Gaussianvariationalinference.jl ⭐ 3

Approximate variational inference in Julia

Nhl Analytics ⭐ 3

Data science analyses delving into National Hockey League (NHL) ice hockey statistics

Indirectlikelihood.jl ⭐ 2

Framework for indirect likelihood estimation.

repository per codici per il corso di introduzione alla teoria bayesiana della probabilità

Bayesian Cognitive Modeling With Turing.jl ⭐ 1

Bayesian Cognitive Modeling with Turing.jl (Julia Programming Language)

Takes the raw time-temperature (t-T) output file from the QTQt thermal history modelling software of Gallagher (2012) and replots the output as an image displaying t-T path density.

Related Searches

Python Bayesian Inference (264)

1-21 of 21 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2023 Awesome Open Source. All rights reserved.