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 Julia20 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 learning1 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
304 versions - Latest release: 8 days ago - 138 dependent packages - 113 stars on GitHub
SciMLBase 2.36.1 💰
The Base interface of the SciML ecosystem304 versions - Latest release: 8 days ago - 138 dependent packages - 113 stars on GitHub
Top 5.6% on juliahub.com
130 versions - Latest release: about 2 months ago - 50 dependent packages - 277 stars on GitHub
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
174 versions - Latest release: 28 days 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: 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 Julia28 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
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 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
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
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
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
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
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 methods25 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
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
Top 9.2% on juliahub.com
3 versions - Latest release: over 1 year ago - 2 dependent packages - 130 stars on GitHub
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
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
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 9.2% on juliahub.com
2 versions - Latest release: over 5 years ago - 2 dependent packages - 130 stars on GitHub
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
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
Top 7.8% on juliahub.com
4 versions - Latest release: over 1 year ago - 4 dependent packages - 130 stars on GitHub
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