SciMLBenchmarks.jl

Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R

MIT License

Stars
289
Committers
58
View Code on GitHub Visit Website View on X
Ecosystems: Python, PyTorch, The Julia Language, MATLAB
No releases found yet, please check back later.
Package Rankings
Top 13.49% on Juliahub.com
Badges
Extracted from project README
Join the chat at https://julialang.zulipchat.com #sciml-bridged Global Docs Build status ColPrac: Contributor's Guide on Collaborative Practices for Community Packages SciML Code Style
Related Projects
DifferentialEquations.jl

Multi-language suite for high-performance solvers of differential equations and scientific machin...

11 May 2016 2,853
Julia-LLM-Leaderboard

Provides a platform for the Julia community to compare AI models' abilities in generating syntact...

05 Dec 2023 45
OrdinaryDiffEq.jl

High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) s...

22 Oct 2016 506
Oceananigans.jl

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

13 Oct 2018 912
AcceleratedKernels.jl

Cross-architecture parallel algorithms for Julia's GPU backends, from a unified KernelAbstraction...

10 Jun 2024 77
QSimulator.jl

Unitary and Lindbladian evolution in Julia

31 Jul 2013 24
ContinuousNormalizingFlows.jl

Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia

10 Nov 2021 21
BenchmarkTools.jl

A benchmarking framework for the Julia language

23 Feb 2016 592
ModelingToolkit.jl

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) ...

27 Feb 2018 1,369
BenchmarkProfiles.jl

Performance and data profiles

25 Feb 2016 31
Integrals.jl

A common interface for quadrature and numerical integration for the SciML scientific machine lear...

08 Aug 2019 202
GlobalSensitivity.jl

Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia

10 Nov 2020 44
SciPyDiffEq.jl

Wrappers for the SciPy differential equation solvers for the SciML Scientific Machine Learning or...

23 Nov 2019 20
SciMLTutorials.jl

Tutorials for doing scientific machine learning (SciML) and high-performance differential equatio...

31 Oct 2016 706
Optimization.jl

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...

06 May 2020 655