SciML/DiffEqGPU.jl

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

Language: Julia - Size: 2.89 MB - Last synced at: about 8 hours ago - Pushed at: about 9 hours ago - Stars: 297 - Forks: 33

SciML/OrdinaryDiffEq.jl

High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)

Language: Julia - Size: 48 MB - Last synced at: about 14 hours ago - Pushed at: about 14 hours ago - Stars: 584 - Forks: 220

SciML/Optimization.jl

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.

Language: Julia - Size: 20.7 MB - Last synced at: about 9 hours ago - Pushed at: about 10 hours ago - Stars: 770 - Forks: 90

SciML/SciMLSensitivity.jl

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.

Language: Julia - Size: 84.3 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 348 - Forks: 74

SciML/ModelingToolkit.jl

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

Language: Julia - Size: 423 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1,503 - Forks: 217

SciML/SciMLBase.jl

The Base interface of the SciML ecosystem

Language: Julia - Size: 19.5 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 149 - Forks: 105

SciML/CommonSolve.jl

A common solve function for scientific machine learning (SciML) and beyond

Language: Julia - Size: 771 KB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 23 - Forks: 8

SciML/ModelingToolkitStandardLibrary.jl

A standard library of components to model the world and beyond

Language: Julia - Size: 40.1 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 140 - Forks: 44

SciML/SciMLBenchmarks.jl

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

Language: MATLAB - Size: 186 MB - Last synced at: 1 day ago - Pushed at: 5 days ago - Stars: 328 - Forks: 91

SciML/SciMLPublic.jl

Language: Julia - Size: 23.4 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

SciML/sciml.ai

The SciML Scientific Machine Learning Software Organization Website

Language: CSS - Size: 8.42 MB - Last synced at: 2 days ago - Pushed at: 4 days ago - Stars: 56 - Forks: 42

SciML/BoundaryValueDiffEq.jl

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

Language: Julia - Size: 3.83 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 47 - Forks: 37

SciML/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.

Language: Julia - Size: 169 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 2,939 - Forks: 237

SciML/SciMLBenchmarksOutput

SciML-Bench Benchmarks for Scientific Machine Learning (SciML), Physics-Informed Machine Learning (PIML), and Scientific AI Performance

Language: HTML - Size: 815 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 20 - Forks: 5

SciML/Catalyst.jl

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

Language: Julia - Size: 205 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 477 - Forks: 79

SciML/NeuralPDE.jl

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

Language: Julia - Size: 554 MB - Last synced at: 6 days ago - Pushed at: 26 days ago - Stars: 1,067 - Forks: 217

SciML/SciMLBook

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

Language: HTML - Size: 117 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 1,894 - Forks: 346

SciML/DiffEqDevTools.jl

Benchmarking, testing, and development tools for differential equations and scientific machine learning (SciML)

Language: Julia - Size: 963 KB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 52 - Forks: 35

SciML/DataInterpolations.jl

A library of data interpolation and smoothing functions

Language: Julia - Size: 96.4 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 247 - Forks: 50

SciML/DiffEqProblemLibrary.jl

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

Language: Julia - Size: 754 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 67 - Forks: 34

SciML/SBMLToolkit.jl

SBML differential equation and chemical reaction model (Gillespie simulations) for Julia's SciML ModelingToolkit

Language: Julia - Size: 2.37 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 42 - Forks: 11

SciML/LinearSolve.jl

LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.

Language: Julia - Size: 6.89 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 255 - Forks: 60

SciML/SciMLTutorials.jl

Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

Language: CSS - Size: 217 MB - Last synced at: 6 days ago - Pushed at: 12 months ago - Stars: 732 - Forks: 126

SciML/NonlinearSolve.jl

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Language: Julia - Size: 34 MB - Last synced at: 6 days ago - Pushed at: 8 days ago - Stars: 261 - Forks: 48

SciML/NeuralLyapunov.jl

A library for searching for neural Lyapunov functions in Julia.

Language: Julia - Size: 23.6 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 4 - Forks: 1

SciML/DiffEqFinancial.jl

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

Language: Julia - Size: 340 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 28 - Forks: 15

SciML/NDInterpolations.jl

Interpolation of arbitrarily high dimensional array data

Language: Julia - Size: 611 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 5 - Forks: 0

SciML/Sundials.jl

Julia interface to Sundials, including a nonlinear solver (KINSOL), ODE's (CVODE and ARKODE), and DAE's (IDA) in a SciML scientific machine learning enabled manner

Language: Julia - Size: 1.46 MB - Last synced at: 6 days ago - Pushed at: 9 days ago - Stars: 209 - Forks: 79

SciML/ComponentArrays.jl

Arrays with arbitrarily nested named components.

Language: Julia - Size: 4.72 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 313 - Forks: 37

SciML/DeepEquilibriumNetworks.jl

Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.

Language: Julia - Size: 3.58 MB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 55 - Forks: 5

SciML/FastAlmostBandedMatrices.jl

Language: Julia - Size: 46.9 KB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 9 - Forks: 1

SciML/SimpleNonlinearSolve.jl 📦

Fast and simple nonlinear solvers for the SciML common interface. Newton, Broyden, Bisection, Falsi, and more rootfinders on a standard interface.

Language: Julia - Size: 523 KB - Last synced at: 6 days ago - Pushed at: 21 days ago - Stars: 68 - Forks: 25

SciML/ParallelParticleSwarms.jl

GPU accelerated Particle Swarm Optimization

Language: Julia - Size: 331 KB - Last synced at: 7 days ago - Pushed at: 22 days ago - Stars: 24 - Forks: 1

SciML/StructuralIdentifiability.jl

Fast and automatic structural identifiability software for ODE systems

Language: Julia - Size: 31.1 MB - Last synced at: 6 days ago - Pushed at: 10 days ago - Stars: 118 - Forks: 18

SciML/CasADi.jl Fork of ichatzinikolaidis/CasADi.jl

Julia interface to CasADi via PythonCall

Language: Julia - Size: 76.2 KB - Last synced at: 9 days ago - Pushed at: 11 days ago - Stars: 3 - Forks: 1

SciML/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

Language: Julia - Size: 181 MB - Last synced at: 6 days ago - Pushed at: 11 days ago - Stars: 889 - Forks: 156

SciML/ReactionNetworkImporters.jl

Julia Catalyst.jl importers for various reaction network file formats like BioNetGen and stoichiometry matrices

Language: Julia - Size: 2.74 MB - Last synced at: 2 days ago - Pushed at: 12 days ago - Stars: 27 - Forks: 9

SciML/DiffEqBase.jl

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

Language: Julia - Size: 3.05 MB - Last synced at: 6 days ago - Pushed at: 21 days ago - Stars: 327 - Forks: 117

SciML/SciMLStyle

A style guide for stylish Julia developers

Language: Julia - Size: 422 KB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 224 - Forks: 18

SciML/MethodOfLines.jl

Automatic Finite Difference PDE solving with Julia SciML

Language: Julia - Size: 370 MB - Last synced at: 6 days ago - Pushed at: 19 days ago - Stars: 174 - Forks: 34

SciML/GlobalSensitivity.jl

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

Language: Julia - Size: 24.1 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 57 - Forks: 22

SciML/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)

Language: Julia - Size: 1.94 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 63 - Forks: 29

SciML/DiffEqParamEstim.jl

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

Language: Julia - Size: 3.76 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 59 - Forks: 34

SciML/diffeqpy

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

Language: Python - Size: 171 KB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 561 - Forks: 42

SciML/DASKR.jl

Interface to DASKR, a differential algebraic system solver for the SciML scientific machine learning ecosystem

Language: Julia - Size: 406 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 11 - Forks: 17

SciML/BridgeDiffEq.jl

A thin wrapper over Bridge.jl for the SciML scientific machine learning common interface, enabling new methods for neural stochastic differential equations (neural SDEs)

Language: Julia - Size: 60.5 KB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 6 - Forks: 7

SciML/JumpProcesses.jl

Build and simulate jump equations like Gillespie simulations and jump diffusions with constant and state-dependent rates and mix with differential equations and scientific machine learning (SciML)

Language: Julia - Size: 2.12 GB - Last synced at: 6 days ago - Pushed at: 12 days ago - Stars: 140 - Forks: 37

SciML/RootedTrees.jl

A collection of functionality around rooted trees to generate order conditions for Runge-Kutta methods in Julia for differential equations and scientific machine learning (SciML)

Language: Julia - Size: 1.33 MB - Last synced at: 2 days ago - Pushed at: 6 months ago - Stars: 37 - Forks: 14

SciML/diffeqr

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

Language: R - Size: 230 KB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 143 - Forks: 15

SciML/DiffEqDocs.jl

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

Language: Julia - Size: 289 MB - Last synced at: 6 days ago - Pushed at: 27 days ago - Stars: 289 - Forks: 244

SciML/Surrogates.jl

Surrogate modeling and optimization for scientific machine learning (SciML)

Language: Julia - Size: 313 MB - Last synced at: 6 days ago - Pushed at: 17 days ago - Stars: 342 - Forks: 75

SciML/SimpleDiffEq.jl

Simple differential equation solvers in native Julia for scientific machine learning (SciML)

Language: Julia - Size: 263 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 24 - Forks: 12

SciML/ModelingToolkitNeuralNets.jl

Symbolic-Numeric Universal Differential Equations for Automating Scientific Machine Learning (SciML)

Language: Julia - Size: 713 KB - Last synced at: 8 days ago - Pushed at: 23 days ago - Stars: 29 - Forks: 2

SciML/SymbolicIndexingInterface.jl

A general interface for symbolic indexing of SciML objects used in conjunction with Domain-Specific Languages

Language: Julia - Size: 2.87 MB - Last synced at: 2 days ago - Pushed at: 16 days ago - Stars: 17 - Forks: 9

SciML/QuasiMonteCarlo.jl

Lightweight and easy generation of quasi-Monte Carlo sequences with a ton of different methods on one API for easy parameter exploration in scientific machine learning (SciML)

Language: Julia - Size: 3.1 MB - Last synced at: 6 days ago - Pushed at: 13 days ago - Stars: 108 - Forks: 26

SciML/DiffEqCallbacks.jl

A library of useful callbacks for hybrid scientific machine learning (SciML) with augmented differential equation solvers

Language: Julia - Size: 3.26 GB - Last synced at: 6 days ago - Pushed at: 19 days ago - Stars: 97 - Forks: 52

SciML/RuntimeGeneratedFunctions.jl

Functions generated at runtime without world-age issues or overhead

Language: Julia - Size: 778 KB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 104 - Forks: 14

SciML/ParameterizedFunctions.jl

A simple domain-specific language (DSL) for defining differential equations for use in scientific machine learning (SciML) and other applications

Language: Julia - Size: 1.22 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 76 - Forks: 16

SciML/ODE.jl 📦

Assorted basic Ordinary Differential Equation solvers for scientific machine learning (SciML). Deprecated: Use DifferentialEquations.jl instead.

Language: Julia - Size: 700 KB - Last synced at: 6 days ago - Pushed at: 12 months ago - Stars: 102 - Forks: 49

SciML/StochasticDiffEq.jl

Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem

Language: Julia - Size: 2.63 MB - Last synced at: 6 days ago - Pushed at: 26 days ago - Stars: 277 - Forks: 71

SciML/Integrals.jl

A common interface for quadrature and numerical integration for the SciML scientific machine learning organization

Language: Julia - Size: 2.17 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 235 - Forks: 30

SciML/SymbolicAnalysis.jl

Symbolics-based function property propagation for optimization

Language: Julia - Size: 1.98 MB - Last synced at: 3 days ago - Pushed at: 18 days ago - Stars: 17 - Forks: 1

SciML/SciMLDocs

Global documentation for the Julia SciML Scientific Machine Learning Organization

Language: Julia - Size: 5.93 GB - Last synced at: 2 days ago - Pushed at: 20 days ago - Stars: 72 - Forks: 46

SciML/ReservoirComputing.jl

Reservoir computing utilities for scientific machine learning (SciML)

Language: Julia - Size: 19.4 MB - Last synced at: 2 days ago - Pushed at: 26 days ago - Stars: 213 - Forks: 38

SciML/NeuralOperators.jl

DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia

Language: Julia - Size: 6.81 MB - Last synced at: 6 days ago - Pushed at: 21 days ago - Stars: 21 - Forks: 8

SciML/DelayDiffEq.jl

Delay differential equation (DDE) solvers in Julia for the SciML scientific machine learning ecosystem. Covers neutral and retarded delay differential equations, and differential-algebraic equations.

Language: Julia - Size: 1.19 MB - Last synced at: 6 days ago - Pushed at: 21 days ago - Stars: 60 - Forks: 27

SciML/SymbolicNumericIntegration.jl

SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals

Language: Julia - Size: 3.74 MB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 127 - Forks: 12

SciML/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.

Language: Julia - Size: 1.46 MB - Last synced at: 2 days ago - Pushed at: 5 months ago - Stars: 98 - Forks: 32

SciML/Static.jl

Static types useful for dispatch and generated functions.

Language: Julia - Size: 938 KB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 59 - Forks: 16

SciML/CellMLToolkit.jl

CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.

Language: Julia - Size: 2.5 MB - Last synced at: 1 day ago - Pushed at: 9 days ago - Stars: 67 - Forks: 17

SciML/SymbolicLimits.jl

Language: Julia - Size: 73.2 KB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 4 - Forks: 2

SciML/TruncatedStacktraces.jl 📦

Simpler stacktraces for the Julia Programming Language

Language: Julia - Size: 68.4 KB - Last synced at: 6 days ago - Pushed at: 9 months ago - Stars: 29 - Forks: 3

SciML/deSolveDiffEq.jl

Wrappers for calling the R deSolve differential equation solvers from Julia for scientific machine learning (SciML)

Language: Julia - Size: 47.9 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 9 - Forks: 3

SciML/SurrogatesBase.jl

Basically just a surrogate in disguise

Language: Julia - Size: 631 KB - Last synced at: 6 days ago - Pushed at: 12 days ago - Stars: 5 - Forks: 3

SciML/StochasticDelayDiffEq.jl

Stochastic delay differential equations (SDDE) solvers for the SciML scientific machine learning ecosystem

Language: Julia - Size: 218 KB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 26 - Forks: 9

SciML/SparseMatrixIdentification.jl

Language: Julia - Size: 16.6 KB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

SciML/SteadyStateDiffEq.jl

Solvers for steady states in scientific machine learning (SciML)

Language: Julia - Size: 220 KB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 31 - Forks: 22

SciML/SimpleOptimization.jl

Language: Julia - Size: 36.1 KB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

SciML/SimpleBoundaryValueDiffEq.jl

Language: Julia - Size: 33.2 KB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 4

SciML/SciPyDiffEq.jl

Wrappers for the SciPy differential equation solvers for the SciML Scientific Machine Learning organization

Language: Julia - Size: 64.5 KB - Last synced at: 2 days ago - Pushed at: 5 months ago - Stars: 22 - Forks: 7

SciML/SciMLStructures.jl

A structure interface for SciML to give queryable properties from user data and parameters

Language: Julia - Size: 663 KB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 9 - Forks: 5

SciML/SciMLOperators.jl

SciMLOperators.jl: Matrix-Free Operators for the SciML Scientific Machine Learning Common Interface in Julia

Language: Julia - Size: 2.23 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 46 - Forks: 13

SciML/SciMLExpectations.jl

Fast uncertainty quantification for scientific machine learning (SciML) and differential equations

Language: Julia - Size: 74.4 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 67 - Forks: 20

SciML/SBMLToolkitTestSuite.jl

Functions to run the SBML Test Suite with SBMLToolkit, create logs and create reports for the SBML Test Suite Database

Language: Julia - Size: 64.5 KB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 5 - Forks: 1

SciML/ResettableStacks.jl

A stack implementation with a reset! function which avoids garbage collection for scientific machine learning (SciML)

Language: Julia - Size: 67.4 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 7 - Forks: 11

SciML/QuantumNLDiffEq.jl

Language: Julia - Size: 58.6 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 18 - Forks: 5

SciML/PubChem.jl

Language: Julia - Size: 286 KB - Last synced at: 8 days ago - Pushed at: 6 months ago - Stars: 11 - Forks: 3

SciML/PreallocationTools.jl

Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of automatic differentiation in complex codes

Language: Julia - Size: 1.16 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 119 - Forks: 15

SciML/ProcessSimulator.jl

Language: Julia - Size: 390 KB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 29 - Forks: 5

SciML/RecursiveArrayTools.jl

Tools for easily handling objects like arrays of arrays and deeper nestings in scientific machine learning (SciML) and other applications

Language: Julia - Size: 3.37 MB - Last synced at: 6 days ago - Pushed at: 24 days ago - Stars: 221 - Forks: 60

SciML/PoissonRandom.jl

Fast Poisson Random Numbers in pure Julia for scientific machine learning (SciML)

Language: Julia - Size: 909 KB - Last synced at: 2 days ago - Pushed at: 8 days ago - Stars: 17 - Forks: 6

SciML/PolyChaos.jl

A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with polynomial chaos expansions.

Language: Julia - Size: 4.13 MB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 122 - Forks: 27

SciML/ODEInterfaceDiffEq.jl

Adds the common API onto ODEInterface classic Fortran methods for the SciML Scientific Machine Learning organization

Language: Julia - Size: 201 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 8 - Forks: 17

SciML/OperatorLearning.jl

No need to train, he's a smooth operator

Language: Julia - Size: 434 KB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 44 - Forks: 8

SciML/OptimizationBase.jl

The base package for Optimization.jl, containing the structs and basic functions for it.

Language: Julia - Size: 388 KB - Last synced at: 6 days ago - Pushed at: 19 days ago - Stars: 17 - Forks: 8

SciML/NonlinearSolveBase.jl 📦

Language: Julia - Size: 32.2 KB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

SciML/PDEBase.jl

Common types and interface for discretizers of ModelingToolkit PDESystems.

Language: Julia - Size: 104 KB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 13 - Forks: 6

SciML/ModelingToolkitWorkshop_JuliaCon2024

The materials for the ModelingToolkit workshop at JuliaCon 2024. Hierarchical Component-Based Modeling with ModelingToolkit.jl

Language: Julia - Size: 87.9 KB - Last synced at: 8 days ago - Pushed at: 5 months ago - Stars: 17 - Forks: 2

SciML/NBodySimulator.jl

A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics

Language: Julia - Size: 600 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 134 - Forks: 19

SciML/MultiScaleArrays.jl

A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations

Language: Julia - Size: 1.03 MB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 75 - Forks: 16