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

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
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
DiffEqProblemLibrary 5.0.0 💰
A library of premade problems for examples and testing differential equation solvers and other Sc...
35 versions - Latest release: over 1 year ago - 12 dependent repositories - 54 stars on GitHub
DDEProblemLibrary 0.1.2 💰
A library of premade problems for examples and testing differential equation solvers and other Sc...
3 versions - Latest release: over 1 year ago - 1 dependent package - 54 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
DAEProblemLibrary 0.1.0 💰
A library of premade problems for examples and testing differential equation solvers and other Sc...
1 version - Latest release: over 7 years ago - 1 dependent package - 54 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
NeuralOperators 0.4.8 💰
DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
20 versions - Latest release: 4 months ago - 1 dependent package - 182 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
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
NonlinearProblemLibrary 0.1.2 💰
A library of premade problems for examples and testing differential equation solvers and other Sc...
3 versions - Latest release: 5 months ago - 51 stars on GitHub
SciMLWorkshop 0.1.0 💰
Workshop materials for training in scientific computing and scientific machine learning
1 version - Latest release: over 1 year ago - 34 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
NMFk 1.3.7
Nonnegative Matrix Factorization + k-means clustering and physics constraints for Unsupervised an...
135 versions - Latest release: 3 days ago - 5 dependent packages - 6 dependent repositories - 10 stars on GitHub
Top 5.1% on juliahub.com
SciMLBase 2.36.1 💰
The Base interface of the SciML ecosystem
304 versions - Latest release: 8 days ago - 138 dependent packages - 113 stars on GitHub
Top 5.6% on juliahub.com
ComponentArrays 0.15.11
Arrays with arbitrarily nested named components.
130 versions - Latest release: about 2 months ago - 50 dependent packages - 277 stars on GitHub
Top 5.3% on juliahub.com
ArrayInterface 7.10.0
Designs for new Base array interface primitives, used widely through scientific machine learning ...
174 versions - Latest release: 28 days ago - 85 dependent packages - 130 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
Plasma 0.1.3
An interface for accelerated simulation of high-dimensional collisionless and electrostatic plasmas.
4 versions - Latest release: over 2 years ago - 32 stars on GitHub
GalacticMultistartOptimization 0.1.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...
1 version - Latest release: over 1 year ago - 655 stars on GitHub
GalacticBBO 0.1.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...
1 version - Latest release: over 1 year ago - 655 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
GalacticOptimisers 0.1.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...
1 version - Latest release: over 1 year ago - 655 stars on GitHub
GalacticMetaheuristics 0.1.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...
1 version - Latest release: over 1 year ago - 655 stars on GitHub
GalacticOptimJL 0.1.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...
1 version - Latest release: over 1 year ago - 2 dependent packages - 655 stars on GitHub
GalacticEvolutionary 0.1.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...
1 version - Latest release: over 1 year ago - 655 stars on GitHub
GalacticGCMAES 0.1.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...
1 version - Latest release: over 1 year ago - 655 stars on GitHub
GalacticNLopt 0.1.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...
1 version - Latest release: over 1 year ago - 655 stars on GitHub
GlobalSensitivity 2.6.1 💰
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
28 versions - Latest release: about 1 month ago - 5 dependent packages - 44 stars on GitHub
GalacticFlux 0.1.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...
1 version - Latest release: over 1 year ago - 1 dependent package - 655 stars on GitHub
GalacticMOI 0.1.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...
1 version - Latest release: over 1 year ago - 655 stars on GitHub
Top 6.7% on juliahub.com
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 6.4% on juliahub.com
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
GalacticCMAEvolutionStrategy 0.1.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...
1 version - Latest release: over 1 year ago - 655 stars on GitHub
Top 6.9% on juliahub.com
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
DiffEqUncertainty 1.9.0 💰
Fast uncertainty quantification for scientific machine learning (SciML) and differential equations
12 versions - Latest release: over 1 year ago - 61 stars on GitHub
Top 4.4% on juliahub.com
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
GalacticNOMAD 0.1.0 💰
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...
1 version - Latest release: over 1 year ago - 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
FractionalDiffEq 0.3.5
Solve Fractional Differential Equations using high performance numerical methods
25 versions - Latest release: about 2 months ago - 72 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: 11 months ago - 1 dependent package - 114 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: 3 months ago - 50 stars on GitHub
Top 7.1% on juliahub.com
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
Top 9.2% on juliahub.com
ArrayInterfaceBandedMatrices 0.1.2
Designs for new Base array interface primitives, used widely through scientific machine learning ...
3 versions - Latest release: over 1 year ago - 2 dependent packages - 130 stars on GitHub
Top 5.5% on juliahub.com
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
Top 9.2% on juliahub.com
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 9.2% on juliahub.com
ArrayInterfaceTracker 0.1.1
Designs for new Base array interface primitives, used widely through scientific machine learning ...
2 versions - Latest release: over 5 years ago - 2 dependent packages - 130 stars on GitHub
ArrayInterfaceCUDA 0.1.3
Designs for new Base array interface primitives, used widely through scientific machine learning ...
4 versions - Latest release: over 1 year ago - 130 stars on GitHub
Top 7.8% on juliahub.com
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
Top 7.8% on juliahub.com
ArrayInterfaceGPUArrays 0.2.2
Designs for new Base array interface primitives, used widely through scientific machine learning ...
4 versions - Latest release: over 1 year ago - 4 dependent packages - 130 stars on GitHub
ArrayInterfaceBlockBandedMatrices 0.1.2
Designs for new Base array interface primitives, used widely through scientific machine learning ...
3 versions - Latest release: over 1 year ago - 130 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 local-optimization 29 mixed-integer-programming 29 derivative-free-optimization 29 global-optimization 29 nonlinear-optimization 29 convex-optimization 29 dae 26 neural-ode 26 dde 23 neural-differential-equations 23 stochastic-differential-equations 18 ordinary-differential-equations 15 pde 15 partial-differential-equations 14 arrays 12 interface 11 composibility 11 julia-language 11 base 10 primitives 10 high-performance-computing 9 integration 9 julialang 8 scientific-ai 8 scientific-ml 8 quadrature 7 surrogate-models 7 surrogate-based-optimization 7 surrogate 7 surrogates 7 differentiable-programming 7 machine-learning 7 numerical-integration 6 gpu 6 python 6 neural-networks 6 delay-differential-equations 5 neural-sde 5 differential-algebraic-equations 5 r 4 sensitivity-analysis 4 stochastic 4 newton-krylov 4 factorization 4 linear-algebra 4 krylov-methods 4 pinn 4 stochastic-processes 3 neural-network 3 amg 3 simulation 3 hybrid-differential-equation 3 uncertainty-quantification 3 linear-solvers 3 systems-biology 3 physics-informed-learning 3 dsl 3 distributed-computing 3 deep-learning 3 adjoint 3 preconditioners 3 multigrid 3 reaction-network 3 adaptive 3 matlab 2 array 2 solvers 2 dynamical-systems 2 rate-laws 2 systems-biology-simulation 2 gillespie-algorithm 2 chemical-reactions 2 symbolic 2 symbolic-computation 2 high-performance 2 uq 2 stochastic-jump-equations 2 steady-state 2 biology 2 backpropogation 2 jacobian 2 geometric-algorithms 2 newton-raphson 2 gillespie 2 ssa 2 jump-diffusion 2 scientific-computing 2 deeponet 1 molecular-dynamics 1 molecular-dynamics-simulation 1