Differentiable matrix factorizations using ImplicitDifferentiation.jl.

Octofitter is a Julia package for performing Bayesian inference against direct images of exoplanets, relative astrometry, and astrometric acceleration of the host star.

TrixiParticles.jl: Particle-based multiphysics simulations in Julia

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A library of systems of partial differential equations, as defined with ModelingToolkit.jl in Julia

A unified interface for simulations of the Bio-Energetic model on food webs

Pruning framework and methods for Flux

A unified interface for simulating and evaluating sequential sampling models in Julia.

A component library based on ModelingToolkit

Learning state-space targets in dynamical systems

ParameterEstimation.jl is a Julia package for estimating parameters and initial conditions of ODE models given measurement data.

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Julia Catalyst.jl importers for various reaction network file formats like BioNetGen and stoichiometry matrices

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

Neural network training, fast and easy.

Tools for the Simulation and Execution of Quantum Annealing Algorithms

Builds conductance based neural networks iteratively, from ion channels and synapses

An easy to use Flux implementation of the Kolmogorov Arnold Network. This is a Julia version of TorchKAN.

Your local Flux surgeon

A tool to solve optimal control problem

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Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia

Package for Bayesian and classical estimation and inference based on statistics that are filtered through a trained neural net

Julia package for general many-body exact diagonalization calculation.

DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.

Symbolic-Numeric Universal Differential Equations for Automating Scientific Machine Learning (SciML)

SeaPearl's pool of examples

Parallel tools for ITensors.jl.

Conditional probability distributions powered by DistributionsAD.jl

Astrodynamics with units! Provides common astrodynamics calculations, plotting, and iterative Halo, Kepler, and Lambert solvers.

A package designed for simulating biological dynamics and control.

Astrodynamics with units! Provides common astrodynamics calculations, plotting, and iterative Halo, Kepler, and Lambert solvers.

The Julia implementation of the generalised hierarchical Gaussian filter

Piecewise Deterministic Markov Processes in Julia

Differentiable tree-based models for tabular data

FMIExport.jl is a free-to-use software library for the Julia programming language which allows for the export of FMUs (fmi-standard.org) from any Julia-Code. FMIExport.jl is completely integrated into FMI.jl.

A tool for visualizing tensor network contractions.

Common interface bindings for the MATLAB ODE solvers via MATLAB.jl for the SciML Scientific Machine Learning ecosystem

Deprecated package (use instead Modia.jl)

Implementation of domain specific language (DSL) for probabilistic graphical models