A Julia package that efficiently creates representative datasets for machine learning approaches to AC optimal power flow

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

A fast and modular Julia implementation of the macroeconomic ABM of [Poledna et al., European Economic Review (2023)]

Comparing performance and results of mcmc options using Julia

Detect and track blobs in video

A package for multi-dimensional integration using monte carlo methods

The ideal tool for exploring global marine biogeochemical cycles.

Decompose a signal/timeseries into structure and noise or seasonal and residual components

The PO-UCT algorithm (aka POMCP) implemented in Julia

Diagonalization procedures for Julia (PCA, Whitening, MCA, gMCA, CCA, gCCA, CSP, CSTP, AJD, mAJD)

TreeParzen.jl, a pure Julia hyperparameter optimiser with MLJ integration

Approximations for Gaussian processes: sparse variational inducing point approximations, Laplace approximation, ...

Scruff.jl

Multivariate kernel density estimation

High-level model-order reduction to automate the acceleration of large-scale simulations

Repository for the Julia package with financial tools for data generation, asset pricing and strategy testing

Extreme value statistics in Julia

FractionalCalculus.jl: A Julia package for high performance, comprehensive and high precision numerical fractional calculus computing.

Synthetic control methods in Julia

A Julia package for robust regressions using M-estimators and quantile regressions

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

A simple but generic implementation of Expectation Maximization algorithms to fit mixture models.

Fast estimation of generalized linear models with high dimensional categorical variables in Julia

Metaprogramming tools for JuliaDB

Julia interface for Reading from the Earth System Datacube

Distributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)

Piecewise Deterministic Sampler library (Bouncy particle sampler, Zig Zag sampler, ...)

Create parameter estimation problems for ODE models

Simple phylogenetic trees in Julia to work with Diversity.jl - https://github.com/EcoJulia/Diversity.jl

A Julia package for the detection of multiple changepoints in time series.

Routines for constructing BasisMatrices of different types (Chebyshev polynomials, B-Splines, piecewise linear, complete monomials, Smolyak...)

Initial look at directed acyclic graph (DAG) based causal models in regression.

Solving difference equations with DifferenceEquations.jl and the SciML ecosystem.

A Julia Package for Power System State Estimation.

Julia implementations of global sensitivity analysis methods.

Spectra.jl aims at helping treatment of spectral (Raman, Infrared, XAS, NMR) data under the Julia language

Huge-scale, high-performance flow cytometry clustering in Julia

BayesianNonparametrics in julia

Julia package to perform quantum state and process tomography