A package for multi-dimensional integration using monte carlo methods

Detect and track blobs in video

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

The ideal tool for exploring global marine biogeochemical cycles.

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, ...

Multivariate kernel density estimation

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

Synthetic control methods in Julia

Scruff.jl

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.

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

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Extreme value statistics in Julia

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

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

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

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

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

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

Julia interface for Reading from the Earth System Datacube

Metaprogramming tools for JuliaDB

Create parameter estimation problems for ODE models

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...)

Julia implementations of global sensitivity analysis methods.

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

A Julia Package for Power System State Estimation.

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

Provide some MPS-based algorithms such as DMRG and TDVP.

BayesianNonparametrics in julia

Generative Models with trainable conditional distributions in Julia!

Problem models for testing POMDPs.jl

Score-driven models, aka generalized autoregressive score models, in Julia

Fast approximate high-dimensional hierarchical Bayesian inference

Exploring the computational power of fermionic quantum systems. Ab initio computation and basis set optimization for electronic structure problems.