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diffeqdocs.jl

Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem

diffeqdsl.jl

A domain-specific language for specifying various differential equations

diffeqfinancial.jl

Differential equation problem specifications and scientific machine learning for common financial models

diffeqflux.jl

Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

diffeqgpu.jl

GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem

diffeqio.jl

Saving and loading of JuliaDiffEq types for I/O of scientific machine learning (SciML)

diffeqmontecarlo.jl

Monte Carlo simulation routines for high-performance parallelization of differential equation solvers and scientific machine learning

diffeqnoiseprocess.jl

A library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learning (SciML)

diffeqonline

It's Angular2 business in the front, and a Julia party in the back! It's scientific machine learning (SciML) for the web

diffeqonlineserver

Backend for DiffEqOnline, a webapp for scientific machine learning (SciML)

diffeqoperators.jl

Linear operators for discretizations of differential equations and scientific machine learning (SciML)

diffeqparamestim.jl

Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions

diffeqpdebase.jl

Library for common tools for solving PDEs with finite difference methods (FDM), finite volume methods (FVM), finite element methods (FEM), and psuedospectral methods in a way that integrates with the SciML Scientific Mechine Learning ecosystem

diffeqphysics.jl

A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)

diffeqproblemlibrary.jl

A library of premade problems for examples and testing differential equation solvers and other SciML scientific machine learning tools

diffeqpy

Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

diffeqpy.jl

A helper repository for diffeqpy to enable high-performance differential equation solving scientific machine learning (SciML) in Python

diffeqr

Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem

diffeqwebbase.jl

JuliaDiffEq features tailored for DiffEqOnline

differenceequations.jl

Solving difference equations with DifferenceEquations.jl and the SciML ecosystem.

differentialequations.jl

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

dimensionalplotrecipes.jl

High dimensional numbers and reductions recipes for data visualization of scientific machine learning (SciML)

easymodelanalysis.jl

High level functions for analyzing the output of simulations

ellipsisnotation.jl

Julia-based implementation of ellipsis array indexing notation `..`

expmv.jl

A Julia library for calculating the action of a matrix exponential on a vector, as efficiently as possible

exponentialutilities.jl

Fast and differentiable implementations of matrix exponentials, Krylov exponential matrix-vector multiplications ("expmv"), KIOPS, ExpoKit functions, and more. All your exponential needs in SciML form.

fastalmostbandedmatrices.jl

fenics.jl

A scientific machine learning (SciML) wrapper for the FEniCS Finite Element library in the Julia programming language

findfirstfunctions.jl

Faster `findfirst(==(val), dense_vector)`.

finiteelementdiffeq.jl

Solvers for finite element discretizations of PDEs in the SciML scientific machine learning ecosystem