A Julia package for behavioural modeling

Julia Package for Active Inference

Plots for ComputerAdaptiveTesting.jl and FittedItemBanks.jl

Generalized linear models for cell-cell communication

Combine ingredients for a plot

Computational models of algorithmic competition

[WIP] Wrapper package for simulation and bayesian inference of behavioral models

Extensions for AlgebraOfGraphics.jl

Repository for the BarBay Julia package for Bayesian inference of relative fitness on barcode sequencing data.

Bayesian addition to Flux.jl

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Bayesian quantile regression in Julia

BOSS (Bayesian Optimization with Semiparametric Surrogate)

Stochastic Optimization, Learning, Uncertainty and Sampling

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Pre- and Post-Processing for DAMASK with Julia

Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

Stan only version of DiffEqBayes.jl

Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

A Julia package for Differential Evolution MCMC

Distributed, static topic/word LDA

A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.

High level functions for analyzing the output of simulations

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Like fireflies next to spotlights

The Julia implementation of the generalised hierarchical Gaussian filter

Generate nice reports from MCMC-based approximations

Julia package for using Jags as an external program

DEPRECATED. Mamba versions of StatisticalRethinking models.

Comparing performance and results of mcmc options using Julia

Types and utility functions for summarizing Markov chain Monte Carlo simulations

Library for storing your MCMCChains without serialization.

Implementations of parallel tempering algorithms to augment samplers with tempering capabilities

Implementation of Arxiv:2212.08549 in Julia

Implementations of single and multi-ellipsoid nested sampling

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

Octofitter is a Julia package for performing Bayesian inference against direct images of exoplanets, relative astrometry, and astrometric acceleration of the host star.

Power spectrum inference of irregularly sampled time series using Gaussian Processes in Julia

An interface for accelerated simulation of high-dimensional collisionless and electrostatic plasmas.

Graphical tools for Bayesian inference and posterior predictive checks