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

Synthetic control methods in Julia

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

Multivariate kernel density estimation

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

Extreme value statistics in Julia

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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

Scruff.jl

Metaprogramming tools for JuliaDB

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

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

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

Julia interface for Reading from the Earth System Datacube

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

Create parameter estimation problems for ODE models

A Julia Package for Power System State Estimation.

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

Julia implementations of global sensitivity analysis methods.

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

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

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

Generative Models with trainable conditional distributions in Julia!

Julia package to perform quantum state and process tomography

BayesianNonparametrics in julia

A time domain electrical energy grid modeling and simulation tool with a focus on the control of power electronics converters

Fast approximate high-dimensional hierarchical Bayesian inference

Problem models for testing POMDPs.jl

Find attractors (and their basins) of dynamical systems. Perform global continuation. Study global stability (a.k.a. non-local, or resilience). Also tipping points functionality.

Information between bits and bytes.

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

Autoregressive networks for protein

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

Julia Toolkit with fairness metrics and bias mitigation algorithms

Receiver Operating Characteristics and functions for evaluation probabilistic binary classifiers

Bayesian Linear Regression in Julia

A turbulence-convection single column model cloud parameterization.