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

Total Variation Regularized Numerical Differentiation

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

Unitful and differentiable gravitational N-body simulation code in Julia

Fast approximate high-dimensional hierarchical Bayesian inference

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

Interpretable Machine Learning via Rule Extraction

Provides PETSc solvers to the Gridap project

Jacobi-Davidson method in Julia

A full stack simulator of quantum hardware, from the low-level analog physics to high-level network dynamics. Includes discrete event simulator, symbolic representation for quantum object, and works with many backend simulators.

Effortlessly uncover and label thematic insights in large document collections using the power of Large Language Models and Julia Language

Julia interface to hypre linear solvers (https://github.com/hypre-space/hypre)

No bells and whistles foundation of Optim.jl

Learning state-space targets in dynamical systems

🌎 Tools for realistic regional-to-global ocean simulations, and coupled ocean + sea-ice simulations based on Oceananigans and ClimaSeaIce. Basis for the ocean and sea-ice component of CliMA's Earth system model.

Diagnostics for Oceananigans

Geothermal Cloud for Machine Learning

Simulate quantum systems consisting of many spins interacting via dipole-dipole interaction

Exploring practical possibilities of approximating functions with frames rather than with a basis

Large scale convex optimization solvers in julia

🎲 Parameter estimation for Oceananigans using EnsembleKalmanProcesses

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Lazy, structured, and efficient operations with kernel matrices.

Analysis of linear systems using admittance models

Make turbulence with words

Julia Operators LIbrary

Some convenient hacks when using Nonconvex.jl.

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

An Open-Source End-to-End Pipeline for Spiral Magnetic Resonance Image (MRI) Reconstruction in Julia

Finite-element toolbox in Julia

Nonconvex Exterior Point Operator Splitting

Reduced basis methods for parametrised eigenproblems

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🧊 Coupled and stand-alone simulations of sea ice for Earth system modeling

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A collection of methods for manipulating various well-known types of basis functions and recombining them into more general dictionaries

Tools to perform group contribution (GC) identification, given the SMILES of a compound

Nonnegative Matrix Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning

ADRIA: Adaptive Dynamic Reef Intervention Algorithms. A multi-criteria decision support platform for informing reef restoration and adaptation interventions.

Least-squares (sparse) spectral estimation and (sparse) LPV spectral decomposition.