Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
juliahub.com "scientific-machine-learning" keyword
Top 1.3% on juliahub.com
483 versions - Latest release: 3 days ago - 143 dependent packages - 65 dependent repositories - 295 stars on GitHub
DiffEqBase 6.150.0 💰
The lightweight Base library for shared types and functionality for defining differential equatio...483 versions - Latest release: 3 days ago - 143 dependent packages - 65 dependent repositories - 295 stars on GitHub
Top 0.8% on juliahub.com
356 versions - Latest release: 7 days ago - 137 dependent packages - 59 dependent repositories - 505 stars on GitHub
OrdinaryDiffEq 6.76.0 💰
High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) s...356 versions - Latest release: 7 days ago - 137 dependent packages - 59 dependent repositories - 505 stars on GitHub
Top 1.0% on juliahub.com
340 versions - Latest release: 10 days ago - 90 dependent packages - 14 dependent repositories - 1,367 stars on GitHub
ModelingToolkit 9.13.0 💰
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) ...340 versions - Latest release: 10 days ago - 90 dependent packages - 14 dependent repositories - 1,367 stars on GitHub
Top 5.1% on juliahub.com
304 versions - Latest release: 11 days ago - 138 dependent packages - 113 stars on GitHub
SciMLBase 2.36.1 💰
The Base interface of the SciML ecosystem304 versions - Latest release: 11 days ago - 138 dependent packages - 113 stars on GitHub
Top 2.9% on juliahub.com
176 versions - Latest release: 3 days ago - 106 dependent packages - 8 dependent repositories - 197 stars on GitHub
RecursiveArrayTools 3.19.0 💰
Tools for easily handling objects like arrays of arrays and deeper nestings in scientific machine...176 versions - Latest release: 3 days ago - 106 dependent packages - 8 dependent repositories - 197 stars on GitHub
Top 5.3% on juliahub.com
174 versions - Latest release: about 1 month ago - 85 dependent packages - 130 stars on GitHub
ArrayInterface 7.10.0
Designs for new Base array interface primitives, used widely through scientific machine learning ...174 versions - Latest release: about 1 month ago - 85 dependent packages - 130 stars on GitHub
Top 4.4% on juliahub.com
166 versions - Latest release: over 1 year ago - 13 dependent packages - 2 dependent repositories - 306 stars on GitHub
DiffEqSensitivity 6.79.0 💰
A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine lear...166 versions - Latest release: over 1 year ago - 13 dependent packages - 2 dependent repositories - 306 stars on GitHub
Top 6.4% on juliahub.com
163 versions - Latest release: 10 days ago - 35 dependent packages - 220 stars on GitHub
LinearSolve 2.30.0 💰
LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch bet...163 versions - Latest release: 10 days ago - 35 dependent packages - 220 stars on GitHub
NMFk 1.3.7
Nonnegative Matrix Factorization + k-means clustering and physics constraints for Unsupervised an...135 versions - Latest release: 7 days ago - 5 dependent packages - 6 dependent repositories - 10 stars on GitHub
Top 5.6% on juliahub.com
132 versions - Latest release: 2 months ago - 50 dependent packages - 280 stars on GitHub
ComponentArrays 0.15.11
Arrays with arbitrarily nested named components.132 versions - Latest release: 2 months ago - 50 dependent packages - 280 stars on GitHub
Top 3.4% on juliahub.com
132 versions - Latest release: 3 months ago - 16 dependent packages - 9 dependent repositories - 233 stars on GitHub
StochasticDiffEq 6.65.1 💰
Solvers for stochastic differential equations which connect with the scientific machine learning ...132 versions - Latest release: 3 months ago - 16 dependent packages - 9 dependent repositories - 233 stars on GitHub
Top 3.9% on juliahub.com
111 versions - Latest release: about 2 months ago - 14 dependent packages - 842 stars on GitHub
DiffEqFlux 3.4.0 💰
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, ...111 versions - Latest release: about 2 months ago - 14 dependent packages - 842 stars on GitHub
Top 8.7% on juliahub.com
105 versions - Latest release: 24 days ago - 6 dependent packages - 4 dependent repositories - 57 stars on GitHub
DelayDiffEq 5.47.3 💰
Delay differential equation (DDE) solvers in Julia for the SciML scientific machine learning ecos...105 versions - Latest release: 24 days ago - 6 dependent packages - 4 dependent repositories - 57 stars on GitHub
Top 2.3% on juliahub.com
91 versions - Latest release: 3 months ago - 32 dependent packages - 23 dependent repositories - 203 stars on GitHub
Sundials 4.24.0 💰
Julia interface to Sundials, including a nonlinear solver (KINSOL), ODE's (CVODE and ARKODE), and...91 versions - Latest release: 3 months ago - 32 dependent packages - 23 dependent repositories - 203 stars on GitHub
Top 7.3% on juliahub.com
85 versions - Latest release: 3 months ago - 11 dependent packages - 2 dependent repositories - 61 stars on GitHub
DiffEqNoiseProcess 5.21.0 💰
A library of noise processes for stochastic systems like stochastic differential equations (SDEs)...85 versions - Latest release: 3 months ago - 11 dependent packages - 2 dependent repositories - 61 stars on GitHub
Top 7.4% on juliahub.com
83 versions - Latest release: 3 days ago - 27 dependent packages - 207 stars on GitHub
NonlinearSolve 3.12.0 💰
High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfi...83 versions - Latest release: 3 days ago - 27 dependent packages - 207 stars on GitHub
Top 6.7% on juliahub.com
80 versions - Latest release: 3 days ago - 12 dependent packages - 306 stars on GitHub
SciMLSensitivity 7.58.0 💰
A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine lear...80 versions - Latest release: 3 days ago - 12 dependent packages - 306 stars on GitHub
Top 6.4% on juliahub.com
76 versions - Latest release: over 1 year ago - 10 dependent packages - 2 dependent repositories - 133 stars on GitHub
DiffEqJump 8.6.3 💰
Build and simulate jump equations like Gillespie simulations and jump diffusions with constant an...76 versions - Latest release: over 1 year ago - 10 dependent packages - 2 dependent repositories - 133 stars on GitHub
Top 4.9% on juliahub.com
72 versions - Latest release: 7 months ago - 17 dependent packages - 424 stars on GitHub
Catalyst 13.5.1 💰
Chemical reaction network and systems biology interface for scientific machine learning (SciML). ...72 versions - Latest release: 7 months ago - 17 dependent packages - 424 stars on GitHub
Top 4.7% on juliahub.com
68 versions - Latest release: 21 days ago - 52 dependent packages - 12 dependent repositories - 84 stars on GitHub
DiffEqCallbacks 3.6.2 💰
A library of useful callbacks for hybrid scientific machine learning (SciML) with augmented diffe...68 versions - Latest release: 21 days ago - 52 dependent packages - 12 dependent repositories - 84 stars on GitHub
Top 9.6% on juliahub.com
67 versions - Latest release: 27 days ago - 2 dependent packages - 12 dependent repositories - 46 stars on GitHub
DiffEqDevTools 2.44.3 💰
Benchmarking, testing, and development tools for differential equations and scientific machine le...67 versions - Latest release: 27 days ago - 2 dependent packages - 12 dependent repositories - 46 stars on GitHub
Top 6.0% on juliahub.com
64 versions - Latest release: about 1 month ago - 3 dependent packages - 911 stars on GitHub
NeuralPDE 5.16.0 💰
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientifi...64 versions - Latest release: about 1 month ago - 3 dependent packages - 911 stars on GitHub
Top 4.7% on juliahub.com
63 versions - Latest release: over 1 year ago - 12 dependent packages - 283 stars on GitHub
DiffEqOperators 4.45.0 💰
Linear operators for discretizations of differential equations and scientific machine learning (S...63 versions - Latest release: over 1 year ago - 12 dependent packages - 283 stars on GitHub
RootedTrees 2.21.1 💰
A collection of functionality around rooted trees to generate order conditions for Runge-Kutta me...59 versions - Latest release: about 1 month ago - 2 dependent packages - 36 stars on GitHub
Top 7.2% on juliahub.com
55 versions - Latest release: 18 days ago - 25 dependent packages - 117 stars on GitHub
LabelledArrays 1.16.0 💰
Arrays which also have a label for each element for easy scientific machine learning (SciML)55 versions - Latest release: 18 days ago - 25 dependent packages - 117 stars on GitHub
DiffEqGPU 3.4.1 💰
GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine l...52 versions - Latest release: 4 months ago - 1 dependent package - 267 stars on GitHub
DiffEqBayes 3.6.1 💰
Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the paramete...49 versions - Latest release: 5 months ago - 1 dependent package - 119 stars on GitHub
Top 4.0% on juliahub.com
48 versions - Latest release: 6 days ago - 43 dependent packages - 655 stars on GitHub
Optimization 3.25.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...48 versions - Latest release: 6 days ago - 43 dependent packages - 655 stars on GitHub
Top 5.7% on juliahub.com
46 versions - Latest release: 12 days ago - 6 dependent packages - 397 stars on GitHub
DataDrivenDiffEq 1.4.1 💰
Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machin...46 versions - Latest release: 12 days ago - 6 dependent packages - 397 stars on GitHub
SciMLOperators 0.3.8 💰
SciMLOperators.jl: Matrix-Free Operators for the SciML Scientific Machine Learning Common Interfa...45 versions - Latest release: 3 months ago - 15 dependent packages - 41 stars on GitHub
Top 0.6% on juliahub.com
45 versions - Latest release: 3 months ago - 99 dependent packages - 28 dependent repositories - 2,773 stars on GitHub
DifferentialEquations 7.13.0 💰
Multi-language suite for high-performance solvers of differential equations and scientific machin...45 versions - Latest release: 3 months ago - 99 dependent packages - 28 dependent repositories - 2,773 stars on GitHub
Top 7.2% on juliahub.com
44 versions - Latest release: about 1 month ago - 7 dependent packages - 12 dependent repositories - 76 stars on GitHub
ParameterizedFunctions 5.17.0 💰
A simple domain-specific language (DSL) for defining differential equations for use in scientific...44 versions - Latest release: about 1 month ago - 7 dependent packages - 12 dependent repositories - 76 stars on GitHub
SimpleNonlinearSolve 1.8.0 💰
Fast and simple nonlinear solvers for the SciML common interface. Newton, Broyden, Bisection, Fal...43 versions - Latest release: 15 days ago - 13 dependent packages - 60 stars on GitHub
Top 6.7% on juliahub.com
40 versions - Latest release: over 1 year ago - 20 dependent packages - 655 stars on GitHub
GalacticOptim 3.4.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...40 versions - Latest release: over 1 year ago - 20 dependent packages - 655 stars on GitHub
Top 5.4% on juliahub.com
40 versions - Latest release: 5 months ago - 8 dependent packages - 300 stars on GitHub
Surrogates 6.9.0 💰
Surrogate modeling and optimization for scientific machine learning (SciML)40 versions - Latest release: 5 months ago - 8 dependent packages - 300 stars on GitHub
Top 9.1% on juliahub.com
39 versions - Latest release: 3 months ago - 8 dependent packages - 91 stars on GitHub
ExponentialUtilities 1.26.1 💰
Fast and differentiable implementations of matrix exponentials, Krylov exponential matrix-vector ...39 versions - Latest release: 3 months ago - 8 dependent packages - 91 stars on GitHub
DiffEqProblemLibrary 5.0.0 💰
A library of premade problems for examples and testing differential equation solvers and other Sc...35 versions - Latest release: almost 2 years ago - 12 dependent repositories - 54 stars on GitHub
BoundaryValueDiffEq 5.7.1 💰
Boundary value problem (BVP) solvers for scientific machine learning (SciML)33 versions - Latest release: about 2 months ago - 4 dependent packages - 1 dependent repositories - 39 stars on GitHub
Top 6.9% on juliahub.com
32 versions - Latest release: over 1 year ago - 2 dependent packages - 3 dependent repositories - 422 stars on GitHub
DiffEqBiological 4.3.0 💰
Chemical reaction network and systems biology interface for scientific machine learning (SciML). ...32 versions - Latest release: over 1 year ago - 2 dependent packages - 3 dependent repositories - 422 stars on GitHub
Top 7.6% on juliahub.com
31 versions - Latest release: about 2 months ago - 9 dependent packages - 133 stars on GitHub
JumpProcesses 9.11.1 💰
Build and simulate jump equations like Gillespie simulations and jump diffusions with constant an...31 versions - Latest release: about 2 months ago - 9 dependent packages - 133 stars on GitHub
SteadyStateDiffEq 2.2.0 💰
Solvers for steady states in scientific machine learning (SciML)31 versions - Latest release: 3 days ago - 8 dependent packages - 2 dependent repositories - 30 stars on GitHub
Top 5.5% on juliahub.com
30 versions - Latest release: over 1 year ago - 38 dependent packages - 130 stars on GitHub
ArrayInterfaceCore 0.1.29
Designs for new Base array interface primitives, used widely through scientific machine learning ...30 versions - Latest release: over 1 year ago - 38 dependent packages - 130 stars on GitHub
ODEInterfaceDiffEq 3.13.3 💰
Adds the common API onto ODEInterface classic Fortran methods for the SciML Scientific Machine Le...30 versions - Latest release: 8 months ago - 1 dependent package - 9 stars on GitHub
GlobalSensitivity 2.6.1 💰
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia28 versions - Latest release: about 1 month ago - 5 dependent packages - 44 stars on GitHub
FMIFlux 0.12.0
FMIFlux.jl is a free-to-use software library for the Julia programming language, which offers the...28 versions - Latest release: 4 months ago - 50 stars on GitHub
SymbolicIndexingInterface 0.3.21 💰
A general interface for symbolic indexing of SciML objects used in conjunction with Domain-Specif...27 versions - Latest release: 15 days ago - 12 dependent packages - 11 stars on GitHub
Top 8.3% on juliahub.com
27 versions - Latest release: 6 months ago - 14 dependent packages - 97 stars on GitHub
QuasiMonteCarlo 0.3.3 💰
Lightweight and easy generation of quasi-Monte Carlo sequences with a ton of different methods on...27 versions - Latest release: 6 months ago - 14 dependent packages - 97 stars on GitHub
Top 9.1% on juliahub.com
26 versions - Latest release: over 3 years ago - 3 dependent packages - 655 stars on GitHub
OptimizationMOI 0.4.2 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...26 versions - Latest release: over 3 years ago - 3 dependent packages - 655 stars on GitHub
SimpleDiffEq 1.11.1 💰
Simple differential equation solvers in native Julia for scientific machine learning (SciML)25 versions - Latest release: 4 months ago - 3 dependent packages - 22 stars on GitHub
FractionalDiffEq 0.3.5
Solve Fractional Differential Equations using high performance numerical methods25 versions - Latest release: about 2 months ago - 72 stars on GitHub
CellMLToolkit 2.11.0 💰
CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.25 versions - Latest release: about 1 year ago - 53 stars on GitHub
StochasticDelayDiffEq 1.6.1 💰
Stochastic delay differential equations (SDDE) solvers for the SciML scientific machine learning ...24 versions - Latest release: 5 months ago - 22 stars on GitHub
ReservoirComputing 0.10.2 💰
Reservoir computing utilities for scientific machine learning (SciML)24 versions - Latest release: 3 months ago - 202 stars on GitHub
Top 7.4% on juliahub.com
20 versions - Latest release: 3 months ago - 11 dependent packages - 202 stars on GitHub
Integrals 4.4.1 💰
A common interface for quadrature and numerical integration for the SciML scientific machine lear...20 versions - Latest release: 3 months ago - 11 dependent packages - 202 stars on GitHub
NeuralOperators 0.4.8 💰
DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia20 versions - Latest release: 4 months ago - 1 dependent package - 182 stars on GitHub
Top 5.7% on juliahub.com
19 versions - Latest release: over 3 years ago - 16 dependent packages - 655 stars on GitHub
OptimizationOptimJL 0.3.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...19 versions - Latest release: over 3 years ago - 16 dependent packages - 655 stars on GitHub
MultiScaleArrays 1.12.0 💰
A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simu...18 versions - Latest release: 5 months ago - 2 dependent packages - 2 dependent repositories - 70 stars on GitHub
Top 7.4% on juliahub.com
18 versions - Latest release: over 1 year ago - 7 dependent packages - 202 stars on GitHub
Quadrature 2.1.0 💰
A common interface for quadrature and numerical integration for the SciML scientific machine lear...18 versions - Latest release: over 1 year ago - 7 dependent packages - 202 stars on GitHub
Kinetic 0.7.10
Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann eq...18 versions - Latest release: 12 months ago - 1 dependent package - 114 stars on GitHub
NBodySimulator 1.10.0 💰
A differentiable simulator for scientific machine learning (SciML) with N-body problems, includin...17 versions - Latest release: about 1 year ago - 1 dependent package - 124 stars on GitHub
Top 9.0% on juliahub.com
16 versions - Latest release: about 1 year ago - 3 dependent packages - 112 stars on GitHub
PolyChaos 0.2.11 💰
A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with poly...16 versions - Latest release: about 1 year ago - 3 dependent packages - 112 stars on GitHub
Top 9.5% on juliahub.com
16 versions - Latest release: over 1 year ago - 1 dependent package - 6 dependent repositories - 106 stars on GitHub
ODE 2.15.0 💰
Assorted basic Ordinary Differential Equation solvers for scientific machine learning (SciML). De...16 versions - Latest release: over 1 year ago - 1 dependent package - 6 dependent repositories - 106 stars on GitHub
DiffEqPhysics 3.12.0 💰
A library for building differential equations arising from physical problems for physics-informed...14 versions - Latest release: 8 months ago - 2 dependent packages - 2 dependent repositories - 48 stars on GitHub
DiffEqUncertainty 1.9.0 💰
Fast uncertainty quantification for scientific machine learning (SciML) and differential equations12 versions - Latest release: over 1 year ago - 61 stars on GitHub
DiffEqMonteCarlo 1.0.0 💰
Monte Carlo simulation routines for high-performance parallelization of differential equation sol...12 versions - Latest release: over 4 years ago - 2 dependent repositories - 11 stars on GitHub
DASKR 2.9.1 💰
Interface to DASKR, a differential algebraic system solver for the SciML scientific machine learn...12 versions - Latest release: over 1 year ago - 12 stars on GitHub
NeuralNetDiffEq 1.6.0 💰
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientifi...11 versions - Latest release: over 1 year ago - 906 stars on GitHub
Top 6.6% on juliahub.com
10 versions - Latest release: over 3 years ago - 4 dependent packages - 655 stars on GitHub
OptimizationNLopt 0.2.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...10 versions - Latest release: over 3 years ago - 4 dependent packages - 655 stars on GitHub
MATLABDiffEq 1.2.0 💰
Common interface bindings for the MATLAB ODE solvers via MATLAB.jl for the SciML Scientific Machi...10 versions - Latest release: about 1 year ago - 21 stars on GitHub
SymbolicNumericIntegration 1.4.0 💰
SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals10 versions - Latest release: 15 days ago - 113 stars on GitHub
ODEProblemLibrary 0.1.8 💰
A library of premade problems for examples and testing differential equation solvers and other Sc...9 versions - Latest release: 3 months ago - 1 dependent package - 54 stars on GitHub
Top 7.5% on juliahub.com
9 versions - Latest release: over 3 years ago - 6 dependent packages - 655 stars on GitHub
OptimizationOptimisers 0.2.1 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...9 versions - Latest release: over 3 years ago - 6 dependent packages - 655 stars on GitHub
SparsityDetection 0.3.4 💰
Automatic detection of sparsity in pure Julia functions for sparsity-enabled scientific machine l...9 versions - Latest release: about 3 years ago - 5 dependent packages - 58 stars on GitHub
GeometricIntegratorsDiffEq 0.2.5 💰
Wrappers for GeometricIntegrators.jl into the SciML common interface for scientific machine learn...9 versions - Latest release: over 1 year ago - 9 stars on GitHub
PoissonRandom 0.4.4 💰
Fast Poisson Random Numbers in pure Julia for scientific machine learning (SciML)9 versions - Latest release: about 1 year ago - 8 dependent packages - 15 stars on GitHub
DASSL 2.6.1 💰
Solves stiff differential algebraic equations (DAE) using variable stepsize backwards finite diff...8 versions - Latest release: over 1 year ago - 1 dependent repositories - 31 stars on GitHub
Top 9.1% on juliahub.com
8 versions - Latest release: over 3 years ago - 3 dependent packages - 655 stars on GitHub
OptimizationBBO 0.2.1 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...8 versions - Latest release: over 3 years ago - 3 dependent packages - 655 stars on GitHub
OptimizationGCMAES 0.2.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...8 versions - Latest release: over 3 years ago - 655 stars on GitHub
OptimizationEvolutionary 0.3.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...8 versions - Latest release: over 3 years ago - 655 stars on GitHub
Top 9.2% on juliahub.com
8 versions - Latest release: over 1 year ago - 2 dependent packages - 130 stars on GitHub
ArrayInterfaceOffsetArrays 0.1.7
Designs for new Base array interface primitives, used widely through scientific machine learning ...8 versions - Latest release: over 1 year ago - 2 dependent packages - 130 stars on GitHub
Top 7.5% on juliahub.com
8 versions - Latest release: over 3 years ago - 2 dependent packages - 655 stars on GitHub
OptimizationFlux 0.2.1 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...8 versions - Latest release: over 3 years ago - 2 dependent packages - 655 stars on GitHub
DiffEqTutorials 0.7.0 💰
Tutorials for doing scientific machine learning (SciML) and high-performance differential equatio...8 versions - Latest release: over 1 year ago - 706 stars on GitHub
DiffEqFinancial 2.6.0 💰
Differential equation problem specifications and scientific machine learning for common financial...8 versions - Latest release: 7 months ago - 2 dependent packages - 2 dependent repositories - 23 stars on GitHub
ResettableStacks 1.1.1 💰
A stack implementation with a reset! function which avoids garbage collection for scientific mach...7 versions - Latest release: over 1 year ago - 1 dependent package - 7 stars on GitHub
OptimizationCMAEvolutionStrategy 0.2.1 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...7 versions - Latest release: over 3 years ago - 1 dependent package - 655 stars on GitHub
SDEProblemLibrary 0.1.6 💰
A library of premade problems for examples and testing differential equation solvers and other Sc...7 versions - Latest release: 8 months ago - 1 dependent package - 54 stars on GitHub
CommonSolve 0.2.4 💰
A common solve function for scientific machine learning (SciML) and beyond6 versions - Latest release: 12 months ago - 35 dependent packages - 15 stars on GitHub
DimensionalPlotRecipes 1.2.0 💰
High dimensional numbers and reductions recipes for data visualization of scientific machine lear...6 versions - Latest release: about 4 years ago - 1 dependent package - 2 dependent repositories - 13 stars on GitHub
MuladdMacro 0.2.4 💰
This package contains a macro for converting expressions to use muladd calls and fused-multiply-a...6 versions - Latest release: over 1 year ago - 23 dependent packages - 45 stars on GitHub
BVProblemLibrary 0.1.5 💰
A library of premade problems for examples and testing differential equation solvers and other Sc...6 versions - Latest release: about 2 months ago - 51 stars on GitHub
FEniCS 0.4.1 💰
A scientific machine learning (SciML) wrapper for the FEniCS Finite Element library in the Julia ...6 versions - Latest release: over 1 year ago - 93 stars on GitHub
Top 7.1% on juliahub.com
6 versions - Latest release: over 1 year ago - 6 dependent packages - 130 stars on GitHub
ArrayInterfaceStaticArrays 0.1.5
Designs for new Base array interface primitives, used widely through scientific machine learning ...6 versions - Latest release: over 1 year ago - 6 dependent packages - 130 stars on GitHub
OptimizationMultistartOptimization 0.2.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...6 versions - Latest release: over 3 years ago - 655 stars on GitHub
OptimizationSpeedMapping 0.1.5 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...6 versions - Latest release: 11 months ago - 655 stars on GitHub
ReactiveDynamics 0.2.7
A Julia package that implements a category of reaction (transportation) network-type dynamical sy...6 versions - Latest release: 9 months ago - 17 stars on GitHub
JumpProblemLibrary 0.1.4 💰
A library of premade problems for examples and testing differential equation solvers and other Sc...5 versions - Latest release: 9 months ago - 1 dependent package - 54 stars on GitHub
SurrogatesMOE 0.1.4 💰
Surrogate modeling and optimization for scientific machine learning (SciML)5 versions - Latest release: 4 months ago - 300 stars on GitHub
Top 7.8% on juliahub.com
5 versions - Latest release: about 1 year ago - 4 dependent packages - 130 stars on GitHub
ArrayInterfaceStaticArraysCore 0.1.4
Designs for new Base array interface primitives, used widely through scientific machine learning ...5 versions - Latest release: about 1 year ago - 4 dependent packages - 130 stars on GitHub
OptimizationMetaheuristics 0.2.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...5 versions - Latest release: over 3 years ago - 1 dependent package - 655 stars on GitHub
OptimizationNOMAD 0.2.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...5 versions - Latest release: over 3 years ago - 655 stars on GitHub
Related Keywords
sciml
141
julia
94
differential-equations
88
ode
49
automatic-differentiation
45
optimization
39
differentialequations
38
hacktoberfest
38
algorithmic-differentiation
36
sde
33
convex-optimization
29
global-optimization
29
nonlinear-optimization
29
mixed-integer-programming
29
derivative-free-optimization
29
local-optimization
29
neural-ode
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dae
26
neural-differential-equations
23
dde
23
stochastic-differential-equations
18
pde
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ordinary-differential-equations
15
partial-differential-equations
14
arrays
12
julia-language
11
interface
11
composibility
11
base
10
primitives
10
high-performance-computing
9
integration
9
scientific-ai
8
scientific-ml
8
julialang
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quadrature
7
differentiable-programming
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machine-learning
7
surrogates
7
surrogate-based-optimization
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surrogate-models
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surrogate
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numerical-integration
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neural-networks
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gpu
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python
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delay-differential-equations
5
differential-algebraic-equations
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neural-sde
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r
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stochastic
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pinn
4
sensitivity-analysis
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krylov-methods
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factorization
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linear-algebra
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newton-krylov
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dsl
3
reaction-network
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uncertainty-quantification
3
hybrid-differential-equation
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stochastic-processes
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deep-learning
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systems-biology
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neural-network
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adaptive
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distributed-computing
3
preconditioners
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multigrid
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adjoint
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physics-informed-learning
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linear-solvers
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simulation
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amg
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dynamical-systems
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systems-biology-simulation
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rate-laws
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chemical-reactions
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gillespie-algorithm
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geometric-algorithms
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solvers
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high-performance
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symbolic
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symbolic-computation
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scientific-computing
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matlab
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numerical
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array
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