Julia package for simulating Dynamics on Networks

For working with dimensions of arrays by name

Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.

Automatic differentiation of implicit functions

Themes for the Julia plotting package Plots.jl

Differentiating convex optimization programs w.r.t. program parameters

Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

Solve non-linear HJB equations.

A Julia package that provides support for reading and writing Numpy .npy and .npz files

Flexible tables with ordered indices

Arrays which also have a label for each element for easy scientific machine learning (SciML)

A flexible neural net training library inspired by fast.ai

Julia interface to gnuplot

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

Julia type that implements a drop-in replacement of Array with named dimensions

Interactive error messages for the Julia REPL.

A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.

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Algebraic Multigrid in Julia

Perceptually Uniform Colour Maps for Julia

A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

Divide and Conquer Linear Algebra

SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals

Large-scale, distributed, sparse linear algebra in Julia.

Climate science package for Julia

Julia library for homological persistence

Hydrological modeling

Roll a window over data; apply a function over the window.

NetCDF support for the julia programming language

A type-flexible shallow water model that can run with 16-bit arithmetic.

Julia implementation of Parquet columnar file format reader

Causal.jl - A modeling and simulation framework adopting causal modeling approach.

Sum of Squares Programming for Julia

State estimation, smoothing and parameter estimation using Kalman and particle filters.

PortAudio wrapper for the Julia programming language, compatible with the JuliaAudio family of packages

Julia wrappers for the PETSc library

Fatou sets in Julia (Fractals, Newton basins, Mandelbrot)

Evaluating Robustness of Neural Networks with Mixed Integer Programming

Combinatorial optimization layers for machine learning pipelines