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

Easy interface for obtaining fits for 2D data

DCE MRI analysis in Julia

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

Sole.jl – Long live transparent modeling!

Comparing performance and results of mcmc options using Julia

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

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

A package for multi-dimensional integration using monte carlo methods

Detect and track blobs in video

The ideal tool for exploring global marine biogeochemical cycles.

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

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

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

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

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

Synthetic control methods in Julia

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

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

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

Multivariate kernel density estimation

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

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

Scruff.jl

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Extreme value statistics in Julia

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

Create parameter estimation problems for ODE models

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

Metaprogramming tools for JuliaDB

Julia interface for Reading from the Earth System Datacube

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

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

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.

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

Julia implementations of global sensitivity analysis methods.