Dependency Packages

Turing.jl2026Bayesian inference with probabilistic programming.

ModelingToolkit.jl1410An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physicsinformed machine learning and automated transformations of differential equations

Symbolics.jl1353Symbolic programming for the next generation of numerical software

NeuralPDE.jl966PhysicsInformed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

DSGE.jl864Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

DiffEqTutorials.jl713Tutorials for doing scientific machine learning (SciML) and highperformance differential equation solving with open source software.

Optimization.jl712Mathematical Optimization in Julia. Local, global, gradientbased and derivativefree. Linear, Quadratic, Convex, MixedInteger, and Nonlinear Optimization in one simple, fast, and differentiable interface.

QuantumOptics.jl528Library for the numerical simulation of closed as well as open quantum systems.

QuantEcon.jl504Julia implementation of QuantEcon routines

DiffEqBiological.jl455Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPUparallelized, and O(1) solvers in open source software.

Catalyst.jl455Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPUparallelized, and O(1) solvers in open source software.

DFTK.jl426Densityfunctional toolkit

SpeedyWeather.jl425Play atmospheric modelling like it's LEGO.

Soss.jl414Probabilistic programming via source rewriting

DataDrivenDiffEq.jl405Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

Surrogates.jl329Surrogate modeling and optimization for scientific machine learning (SciML)

Integrals.jl225A common interface for quadrature and numerical integration for the SciML scientific machine learning organization

TensorKit.jl218A Julia package for largescale tensor computations, with a hint of category theory

DistributedArrays.jl196Distributed Arrays in Julia

VoronoiFVM.jl194Solution of nonlinear multiphysics partial differential equation systems using the Voronoi finite volume method

HomotopyContinuation.jl181A Julia package for solving systems of polynomials via homotopy continuation.

TopOpt.jl181A package for binary and continuous, single and multimaterial, truss and continuum, 2D and 3D topology optimization on unstructured meshes using automatic differentiation in Julia.

Symata.jl174Language for symbolic mathematics

TuringModels.jl163Implementations of the models from the Statistical Rethinking book with Turing.jl

MethodOfLines.jl157Automatic Finite Difference PDE solving with Julia SciML

InvertibleNetworks.jl149A Julia framework for invertible neural networks

MPSKit.jl127A Julia package dedicated to simulating quantum manybody systems using Matrix Product States (MPS)

PDFIO.jl127PDF Reader Library for Native Julia.

GameTheory.jl123Algorithms and data structures for game theory in Julia

Kinetic.jl122Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.

DiffEqBayes.jl121Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

ODEFilters.jl118Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

SymbolicNumericIntegration.jl116SymbolicNumericIntegration.jl: SymbolicNumerics for Solving Integrals

SumOfSquares.jl115Sum of Squares Programming for Julia

FunctionalModels.jl112Equationbased modeling and simulations in Julia

ModelingToolkitStandardLibrary.jl112A standard library of components to model the world and beyond

Nonconvex.jl111Toolbox for gradientbased and derivativefree nonconvex constrained optimization with continuous and/or discrete variables.

StructuralIdentifiability.jl110Fast and automatic structural identifiability software for ODE systems

PowerDynamics.jl104Package for dynamical modeling of power grids

ContactImplicitMPC.jl102Fast contactimplicit model predictive control for robotic systems that make and break contact with their environments.
Loading more...