Examples of Bayesian inference and testing using Julia for statistical meta-analyses and analysis of data from randomized controlled trials comparing different treatments.
SemanticModels.jl is a package that takes advantage of meta-modeling and meta-programming to automate model augmentation and creation.
Modia3D is an experimental Julia package to model and simulate 3D mechanical systems with collisions. Ideas from modern game engines and from multi-body programs are used.
RayTracer.jl is a fully differentiable raytracer. It implements the raytracing and rasterization algorithms and makes use of Zygote.jl for computing efficient derivatives.
Paper is in the...
HydroPowerModels.jl is a Julia package for solving multistage,steady-state, hydro-dominated, power network optimization problems with stochastic dual dynamic programming.
StateSpaceModels.jl is an open-source Julia package for modeling, forecasting and simulating time series in a state-space framework. The package represents a straightforward tool that can be useful...
ONNX.jl is an Open Neural Network Exchange backend for the Flux machine learning framework. Internally, It uses DataFlow.jl to convert the ONNX graph to a DataFlow graph.
Econometrics.jl is a package for econometrics analysis. This study complements the package through a discussion of the motivation, placing the contribution within the Julia ecosystem and...
This is a first draft of my JuliaCon paper submission. It would be better if I can use a 1-column style instead of a 2-column style, since the paper was typeset for one column when I was writing...
We introduce the ArrayChannels.jl library, providing in-place communication constructs for distributed computing, providing increased temporal locality. We discuss and evaluate the performance...
