Top 6 Julia neural-ode Projects

DiffEqFlux.jl

2 875 8.7 Julia

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
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SciMLSensitivity.jl

2 333 9.6 Julia

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.
DiffEqBase.jl

1 320 9.3 Julia

The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems
ComponentArrays.jl

1 301 7.8 Julia

Arrays with arbitrarily nested named components.
DiffEqGPU.jl

2 284 4.3 Julia

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

1 46 9.7 Julia

Boundary value problem (BVP) solvers for scientific machine learning (SciML)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Julia neural-ode discussion

Julia neural-ode related posts

Machine learning and black box numerical solver[D]

2 projects | /r/MachineLearning | 26 Jan 2023
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1 project | /r/Julia | 7 Aug 2022
Why Fortran is easy to learn

19 projects | news.ycombinator.com | 7 Jan 2022
[R] New directions in Neural Differential Equations

1 project | /r/MachineLearning | 19 May 2021
JuliaSim - Simulating Reality (new product by Julia Computing)

1 project | /r/Julia | 7 Apr 2021
Rust vs Fortran

2 projects | /r/ProgrammingLanguages | 3 Apr 2021
Odd Behavior: Neural network hybrid differential equation example

1 project | /r/Julia | 24 Jan 2021
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www.saashub.com | 13 Jan 2025

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Index

What are some of the best open-source neural-ode projects in Julia? This list will help you:

	Project	Stars
1	DiffEqFlux.jl	875
2	SciMLSensitivity.jl	333
3	DiffEqBase.jl	320
4	ComponentArrays.jl	301
5	DiffEqGPU.jl	284
6	BoundaryValueDiffEq.jl	46

Julia neural-ode

Top 6 Julia neural-ode Projects

DiffEqFlux.jl

SaaSHub

SciMLSensitivity.jl

DiffEqBase.jl

ComponentArrays.jl

DiffEqGPU.jl

BoundaryValueDiffEq.jl

Julia neural-ode discussion

Julia neural-ode related posts

Machine learning and black box numerical solver[D]

Accurate and Efficient Physics-Informed Learning Through Differentiable Simulation - Chris Rackauckas (ASA Statistical Computing &amp; Graphics Sections)

Why Fortran is easy to learn

[R] New directions in Neural Differential Equations

JuliaSim - Simulating Reality (new product by Julia Computing)

Rust vs Fortran

Odd Behavior: Neural network hybrid differential equation example

Index

Did you konow that Julia is the 47th most popular programming language based on number of metions?

Accurate and Efficient Physics-Informed Learning Through Differentiable Simulation - Chris Rackauckas (ASA Statistical Computing & Graphics Sections)

Did you konow that Julia is
the 47th most popular programming language
based on number of metions?