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

Neural network training, fast and easy.

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

Implementations of algebraic rewriting techniques like DPO, SPO, SqPO.

GATlab: a computer algebra system based on generalized algebraic theories (GATs)

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

A tool to solve optimal control problem

Julia MathML parser

Lens.jl is a simple Julia library to inspect the runtime behaviour of your programs, with minimal interference to the program itself.

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A Julia package for computing processes related to plant ecophysiology and biophysics

Implicit Runge-Kutta Gauss-Legendre 16th order (Julia)

Your local Flux surgeon

Signal logging and scoping for DifferentialEquations.jl simulations.

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Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia

A julia package to either fit the parameters of a specified equivalent electrical circuit to electrochemical impedance data, or to suggest a plausible circuit configuration for a given set of measurements (either through a comparison of circuits from the literature, or through an evolutionary algorithm approach).

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)

Simple differential equation solvers in native Julia for scientific machine learning (SciML)

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

Flux reconstruction method for advection-diffusion type physics

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

The Julia implementation of the generalised hierarchical Gaussian filter

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Differentiable tree-based models for tabular data

A convenience meta-package for quantum optimal control using the Pade Integrator COllocation (PICO) method

Piecewise Deterministic Markov Processes in Julia

Finite Element Module for Julia that focusses on gradient-robust discretisations and multiphysics problems

A metaprogramming-based implementation of the junction tree algorithm.

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

A package designed for simulating biological dynamics and control.

Wrappers for the SciPy differential equation solvers for the SciML Scientific Machine Learning organization

SeaPearl's pool of examples

Throw stuff

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

Graphical tools for Bayesian inference and posterior predictive checks

Deprecated package (use instead Modia.jl)

Provide all functions needed to work with augmented likelihoods (conditionally conjugate with Gaussians)

A package to calibrate atmospheric turbulence and convection parameterizations using gradient-free ensemble Kalman methods