IBM / TSML.jl

TSML is a package for time series data processing, classification, and prediction. It provides common API for ML libraries from Python’s ScikitLearn, R’s caret, and native Julia MLs for seamless...

DOI pending

ParallelGSReg / JuliaCon2019

The aim of this paper is twofold. The first one is to describe a novel research-project designed for building bridges between machine learning and econometric worlds. The second one is to introduce...

DOI pending

oaefbsc / Juliacon2019

A well known probabilistic method for solving systems of linear algebraic equations (SLAE) is Markov Chain-Monte Carlo (MCMC) method. Some works about this method have focused on estimating the...

DOI pending

tszanalytics / Juliacon2019

Examples of Bayesian inference and testing using Julia for statistical meta-analyses and analysis of data from randomized controlled trials comparing different treatments.

DOI pending

mehalter / juliacon2019-submission

SemanticModels.jl is a package that takes advantage of meta-modeling and meta-programming to automate model augmentation and creation.

DOI pending

ModiaSim / Modia3D.jl

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.

DOI pending

avik-pal / RayTracer.jl

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...

DOI pending

andrewrosemberg / HydroPowerModels.jl

HydroPowerModels.jl is a Julia package for solving multistage,steady-state, hydro-dominated, power network optimization problems with stochastic dual dynamic programming.

DOI pending

LAMPSPUC / StateSpaceModels.jl

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...

DOI pending

FluxML / ONNX.jl

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.

DOI pending