Tools for chemometrics and machine learning on high-dimensional data (e.g. Partial least squares regression/discrimination)

Source code for https://nature.com/articles/s41467-019-10933-3

Working efficiently with datasets where observations have associated uncertainties.

Continuous transformations from ℝ or ℝⁿ to various open sets

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Representing machine learning models using mathematical programming

Mixed complementarity problems parameterized by "runtime"-parameters with support for implicit differentiation.

Scalable nonparametric clustering with unified marker gene selection for single-cell RNA-seq data

Solving unregularized optimal transport problems with Julia

Surrogate modeling package in Julia using radial basis functions for use in optimisation.

Uniform interface for machine learning in Julia

Simulators for kite power systems

Monte Carlo Simulation and Business Analysis tools for Julia

Plotting tools for Unfold.jl based on Makie.jl and AlgebraOfGraphics.jl

A convenient package for working with time series (time-indexed arrays)

Numerical integration over Meshes.jl geometry domains

Toolkit for analysis of radiation spectra in Julia

StateSpaceLearning.jl is a Julia package for time-series analysis using state space learning framework.

Package to analyse VIIRS nighttime lights

An open-source fluid Hall thruster code

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Julia package for reconstructing fiber trajectories from multi-scale, multi-modal imaging data

Kriging estimators for the GeoStats.jl framework

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Dynamical models used within astrodynamics and orbital mechanics!

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Analysis of Variance for Julia, the old-fashioned way.

Display utilities for phylogenetic trees and networks

A neural network accelerated solver for mixed-strategy solutions of trajectory games. Do you even lift?

Chaotic image processing tool

Some convenient hacks when using Nonconvex.jl.

Inference for diffusion processes with the use of `Guided Proposals`

Import dynamic models in the SBML format into a ReactionSystem for Gillespie, SDE and ODE simulations

A pure Julia implementation of the Targeted Minimum Loss-based Estimation

Statistical power analyses in Julia

Interface between ControlSystems and ModelingToolkit

DelaySSAToolkit.jl: a tool in Julia for stochastic simulation with delays

Estimation for sharp regression discontinuity designs.

A flexible toolkit for simulation based inference in Julia

Linear Regression with errors in both X and Y, correlated or not, confidence intervals and plots.