Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
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juliahub.com : ForwardDiff
Forward Mode Automatic Differentiation for Julia
Registry
-
Source
- Documentation
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purl: pkg:julia/ForwardDiff
Keywords: julia, automatic-differentiation, calculus
License: MIT
Latest release: 9 months ago
First release: over 5 years ago
Dependent packages: 402
Dependent repositories: 164
Stars: 854 on GitHub
Forks: 141 on GitHub
Total Commits: 716
Committers: 76
Average commits per author: 9.421
Development Distribution Score (DDS): 0.465
More commit stats: commits.ecosyste.ms
See more repository details: repos.ecosyste.ms
Last synced: 7 days ago
DiffEqBase 6.149.2 💰
The lightweight Base library for shared types and functionality for defining differential equatio...480 versions - Latest release: about 9 hours ago - 136 dependent packages - 65 dependent repositories - 295 stars on GitHub
OrdinaryDiffEq 6.75.0 💰
High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) s...353 versions - Latest release: 3 days ago - 124 dependent packages - 59 dependent repositories - 503 stars on GitHub
ModelingToolkit 9.12.2 💰
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) ...338 versions - Latest release: 5 days ago - 85 dependent packages - 14 dependent repositories - 1,343 stars on GitHub
LoopVectorization 0.12.170
Macro(s) for vectorizing loops.288 versions - Latest release: 9 days ago - 149 dependent packages - 722 stars on GitHub
Trixi 0.7.7
Trixi.jl: Adaptive high-order numerical simulations of conservation laws in Julia200 versions - Latest release: about 1 month ago - 2 dependent packages - 485 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
Turing 0.31.4
Bayesian inference with probabilistic programming.161 versions - Latest release: about 21 hours ago - 24 dependent packages - 1,970 stars on GitHub
VoronoiFVM 1.19.1
Solution of nonlinear multiphysics partial differential equation systems using the Voronoi finite...146 versions - Latest release: 2 months ago - 5 dependent packages - 179 stars on GitHub
StochasticDiffEq 6.65.1 💰
Solvers for stochastic differential equations which connect with the scientific machine learning ...132 versions - Latest release: 2 months ago - 16 dependent packages - 9 dependent repositories - 233 stars on GitHub
ComponentArrays 0.15.11
Arrays with arbitrarily nested named components.130 versions - Latest release: about 2 months ago - 41 dependent packages - 277 stars on GitHub
DynamicalSystemsBase 3.8.2
Definition of dynamical systems and integrators for DynamicalSystems.jl120 versions - Latest release: 21 days ago - 8 dependent packages - 8 dependent repositories - 50 stars on GitHub
Zygote 0.6.69 💰
21st century AD118 versions - Latest release: 4 months ago - 166 dependent packages - 6 dependent repositories - 1,443 stars on GitHub
DiffEqFlux 3.4.0 💰
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, ...110 versions - Latest release: about 1 month ago - 14 dependent packages - 839 stars on GitHub
SparseDiffTools 2.19.0
Fast jacobian computation through sparsity exploitation and matrix coloring104 versions - Latest release: 17 days ago - 26 dependent packages - 227 stars on GitHub
MathOptInterface 1.29.0
An abstraction layer for mathematical optimization solvers.99 versions - Latest release: 19 days ago - 181 dependent packages - 34 dependent repositories - 350 stars on GitHub
AIBECS 0.13.2
The ideal tool for exploring global marine biogeochemical cycles.98 versions - Latest release: over 1 year ago - 36 stars on GitHub
ChaosTools 3.1.2
Tools for the exploration of chaos and nonlinear dynamics98 versions - Latest release: 7 months ago - 4 dependent packages - 5 dependent repositories - 185 stars on GitHub
MonteCarloMeasurements 1.1.6
Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represen...91 versions - Latest release: 7 months ago - 31 dependent packages - 255 stars on GitHub
ClimaCore 0.13.4
CliMA model dycore85 versions - Latest release: 14 days ago - 10 dependent packages - 76 stars on GitHub
DFTK 0.6.18
Density-functional toolkit81 versions - Latest release: 4 months ago - 2 dependent packages - 399 stars on GitHub
NonlinearSolve 3.10.0 💰
High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfi...81 versions - Latest release: 22 days ago - 24 dependent packages - 206 stars on GitHub
DistributionsAD 0.6.55
Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff80 versions - Latest release: 7 days ago - 27 dependent packages - 147 stars on GitHub
ControlSystems 1.10.2
A Control Systems Toolbox for Julia79 versions - Latest release: about 1 month ago - 9 dependent packages - 6 dependent repositories - 482 stars on GitHub
SciMLSensitivity 7.56.2 💰
A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine lear...78 versions - Latest release: about 2 months ago - 11 dependent packages - 306 stars on GitHub
Tensorial 0.14.1
Statically sized tensors and related operations for Julia77 versions - Latest release: 2 days ago - 2 dependent packages - 23 stars on GitHub
KitBase 0.9.22
Lightweight module of physical formulations in Kinetic.jl71 versions - Latest release: 27 days ago - 4 dependent packages - 8 stars on GitHub
Gridap 0.18.2
Grid-based approximation of partial differential equations in Julia70 versions - Latest release: 6 days ago - 18 dependent packages - 641 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: 9 days ago - 47 dependent packages - 12 dependent repositories - 84 stars on GitHub
GradientRobustMultiPhysics 0.12.0
Finite Element Module for Julia that focusses on gradient-robust discretisations and multiphysics...68 versions - Latest release: 6 months ago - 1 dependent package - 22 stars on GitHub
Korg 0.32.0
fast 1D LTE stellar spectral synthesis67 versions - Latest release: about 1 month ago - 28 stars on GitHub
ActuaryUtilities 4.3.0
Common functions in actuarial and financial routines66 versions - Latest release: 6 months ago - 1 dependent package - 37 stars on GitHub
ControlSystemIdentification 2.10.0
System Identification toolbox, compatible with ControlSystems.jl65 versions - Latest release: 11 days ago - 1 dependent package - 124 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 - 906 stars on GitHub
ModelPredictiveControl 0.21.0
An open source model predictive control package for Julia.63 versions - Latest release: 13 days ago - 27 stars on GitHub
DiffEqOperators 4.45.0 💰
Linear operators for discretizations of differential equations and scientific machine learning (S...63 versions - Latest release: about 1 year ago - 12 dependent packages - 283 stars on GitHub
ReactiveMP 3.14.0
High-performance reactive message-passing based Bayesian inference engine62 versions - Latest release: about 2 months ago - 1 dependent package - 89 stars on GitHub
ProbNumDiffEq 0.15.0
Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing62 versions - Latest release: 3 months ago - 1 dependent package - 107 stars on GitHub
FMI 0.13.3
FMI.jl is a free-to-use software library for the Julia programming language which integrates FMI ...59 versions - Latest release: 6 days ago - 1 dependent package - 76 stars on GitHub
JuMP 1.21.1 💰
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonl...59 versions - Latest release: 27 days ago - 272 dependent packages - 220 dependent repositories - 2,077 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: 6 days ago - 24 dependent packages - 117 stars on GitHub
Metida 0.15.0
Julia package for fitting mixed-effects models with flexible random/repeated covariance structure.55 versions - Latest release: 4 months ago - 3 dependent packages - 24 stars on GitHub
InformationGeometry 1.14.5
Methods for computational information geometry55 versions - Latest release: 6 months ago - 37 stars on GitHub
Optim 1.9.4
Optimization functions for Julia53 versions - Latest release: about 1 month ago - 273 dependent packages - 150 dependent repositories - 1,071 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
MeasureTheory 0.19.0 💰
"Distributions" that might not add to one.52 versions - Latest release: 9 months ago - 8 dependent packages - 382 stars on GitHub
PALEOmodel 0.15.42
PALEO framework modules (solvers, output, plots) for constructing standalone models52 versions - Latest release: about 1 month ago - 2 stars on GitHub
JWAS 1.2.1
Julia for Whole-genome Analysis Software51 versions - Latest release: 10 months ago - 1 dependent package - 5 dependent repositories - 86 stars on GitHub
Octavian 0.3.27
Multi-threaded BLAS-like library that provides pure Julia matrix multiplication50 versions - Latest release: 7 months ago - 9 dependent packages - 221 stars on GitHub
GeoParams 0.5.8
Define material parameters, perform non-dimensionalization and provide computational routines for...50 versions - Latest release: 3 days ago - 3 dependent packages - 32 stars on GitHub
PEtab 2.14.1
Create parameter estimation problems for ODE models50 versions - Latest release: 12 days ago - 18 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: 4 months ago - 1 dependent package - 119 stars on GitHub
SolveDSGE 0.5.6
A Julia package to solve, simulate, and analyze nonlinear DSGE models.49 versions - Latest release: 12 months ago - 76 stars on GitHub
Clapeyron 0.5.11
Clapeyron provides a framework for the development and use of fluid-thermodynamic models, includi...49 versions - Latest release: about 1 month ago - 181 stars on GitHub
Yields 3.5.0
Composable contracts, models, and functions that allow for modeling of both simple and complex fi...48 versions - Latest release: about 1 year ago - 6 dependent packages - 20 stars on GitHub
LowLevelParticleFilters 3.6.0 removed
State estimation, smoothing and parameter estimation using Kalman and particle filters.47 versions - Latest release: 7 months ago - 2 dependent packages - 108 stars on GitHub
FMIImport 0.16.4
FMIImport.jl implements the import functionalities of the FMI-standard (fmi-standard.org) for the...43 versions - Latest release: 3 months ago - 2 dependent packages - 17 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: 3 days ago - 10 dependent packages - 60 stars on GitHub
ControlSystemsBase 1.10.2
A Control Systems Toolbox for Julia42 versions - Latest release: 3 months ago - 10 dependent packages - 482 stars on GitHub
ModelWrappers 0.5.6
ModelWrappers.jl is a utility package that makes it easier to work with Model parameters stated a...42 versions - Latest release: 6 months ago - 9 dependent packages - 12 stars on GitHub
PowerSimulationsDynamics 0.14.1
Julia package to run Dynamic Power System simulations. Part of the Scalable Integrated Infrastruc...42 versions - Latest release: about 1 month ago - 1 dependent package - 154 stars on GitHub
NLPModels 0.20.0
Data Structures for Optimization Models42 versions - Latest release: about 1 year ago - 39 dependent packages - 8 dependent repositories - 147 stars on GitHub
LuxLib 0.3.20
Backend for Lux.jl41 versions - Latest release: 8 days ago - 1 dependent package - 6 stars on GitHub
QuantumOptics 1.0.15
Library for the numerical simulation of closed as well as open quantum systems.41 versions - Latest release: 5 months ago - 7 dependent packages - 1 dependent repositories - 505 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
TransformVariables 0.8.10
Transformations to contrained variables from ℝⁿ.40 versions - Latest release: 4 months ago - 21 dependent packages - 64 stars on GitHub
ViscousFlow 0.6.9
A framework for simulating viscous incompressible flows about arbitrary body shapes.40 versions - Latest release: about 2 months ago - 1 dependent package - 94 stars on GitHub
DiffEqParamEstim 2.2.0 💰
Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions40 versions - Latest release: 3 months ago - 1 dependent package - 2 dependent repositories - 60 stars on GitHub
ARCHModels 2.4.0
A Julia package for estimating ARMA-GARCH models.39 versions - Latest release: about 2 months ago - 1 dependent package - 87 stars on GitHub
Jutul 0.2.29
Experimental framework for automatic differentiation finite-volume simulators38 versions - Latest release: 27 days ago - 3 dependent packages - 32 stars on GitHub
Fronts 2.5.3
Nonlinear diffusion problems in Julia38 versions - Latest release: 3 months ago - 4 stars on GitHub
CloudMicrophysics 0.19.0
A library of cloud microphysics parameterizations38 versions - Latest release: 13 days ago - 4 dependent packages - 33 stars on GitHub
MacroModelling 0.1.36
Macros and functions to work with DSGE models.37 versions - Latest release: about 1 month ago - 44 stars on GitHub
GeometricIntegrators 0.13.3
Geometric Numerical Integration in Julia37 versions - Latest release: 2 months ago - 7 dependent packages - 2 dependent repositories - 46 stars on GitHub
FlightSims 1.2.0
A general purpose numerical simulator supporting nested dynamical systems and a convenient macro-...36 versions - Latest release: 7 months ago - 2 dependent packages - 19 stars on GitHub
Comrade 0.9.4
36 versions - Latest release: 12 days ago - 6 dependent packages - 34 stars on GitHubTracker 0.2.34
Flux's ex AD36 versions - Latest release: 20 days ago - 20 dependent packages - 6 dependent repositories - 44 stars on GitHub
SimpleChains 0.4.6
Simple chains36 versions - Latest release: 8 months ago - 1 dependent package - 185 stars on GitHub
Tensors 1.16.1
Efficient computations with symmetric and non-symmetric tensors with support for automatic differ...35 versions - Latest release: 6 months ago - 9 dependent packages - 6 dependent repositories - 168 stars on GitHub
Molly 0.20.0
Molecular simulation in Julia34 versions - Latest release: about 2 months ago - 1 dependent package - 361 stars on GitHub
Jaynes 0.1.33
E.T. Jaynes home phone.34 versions - Latest release: over 1 year ago - 1 dependent package - 45 stars on GitHub
AugmentedGaussianProcesses 0.11.5
Gaussian Process package based on data augmentation, sparsity and natural gradients34 versions - Latest release: almost 2 years ago - 133 stars on GitHub
BoundaryValueDiffEq 5.7.1 💰
Boundary value problem (BVP) solvers for scientific machine learning (SciML)33 versions - Latest release: about 1 month ago - 4 dependent packages - 1 dependent repositories - 39 stars on GitHub
RigidBodyTools 0.5.7
Tools for creating, moving, and discretizing rigid bodies33 versions - Latest release: 6 months ago - 3 dependent packages - 4 stars on GitHub
McCormick 0.13.6
A forward McCormick operator library33 versions - Latest release: 8 months ago - 4 dependent packages - 1 dependent repositories - 14 stars on GitHub
DifferentiableStateSpaceModels 0.5.3
33 versions - Latest release: about 1 year ago - 45 stars on GitHubCalculusWithJulia 0.2.3
Support package for doing Calculus with Julia32 versions - Latest release: 13 days ago - 52 stars on GitHub
PreallocationTools 0.4.21 💰
Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of au...32 versions - Latest release: 21 days ago - 19 dependent packages - 107 stars on GitHub
ReverseDiff 1.15.3
Reverse Mode Automatic Differentiation for Julia32 versions - Latest release: 16 days ago - 38 dependent packages - 20 dependent repositories - 339 stars on GitHub
CounterfactualExplanations 0.1.31
A package for Counterfactual Explanations and Algorithmic Recourse in Julia.32 versions - Latest release: 6 months ago - 1 dependent package - 97 stars on GitHub
CartesianGrids 0.1.30
Tools for working with spatial fields discretized on or immersed in Cartesian grids31 versions - Latest release: 6 months ago - 4 dependent packages - 15 stars on GitHub
StochasticGroundMotionSimulation 0.2.5
Ground-motion simulation via the Stochastic Method31 versions - Latest release: 22 days ago - 6 stars on GitHub
JutulDarcy 0.2.22
Darcy flow and reservoir simulator based on Jutul.jl30 versions - Latest release: 23 days ago - 1 dependent package - 48 stars on GitHub
GasChromatographySimulator 0.4.6
A package for the simulation of gas chromatography (GC)29 versions - Latest release: 4 months ago - 1 dependent package - 11 stars on GitHub
FreezeCurves 0.8.11
Implementations of (soil) freezing characteristic curves, along with helpful tools for their opti...29 versions - Latest release: 3 days ago - 1 dependent package - 5 stars on GitHub
NonconvexCore 1.4.3
All the interface functions and structs of Nonconvex.jl.29 versions - Latest release: 6 months ago - 16 dependent packages - 4 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
Bloqade 0.2.2
Package for the quantum computation and quantum simulation based on the neutral-atom architecture.28 versions - Latest release: 4 months ago - 151 stars on GitHub
Nabla 0.13.3
A operator overloading, tape-based, reverse-mode AD28 versions - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 66 stars on GitHub
GlobalSensitivity 2.6.1 💰
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia28 versions - Latest release: 30 days ago - 5 dependent packages - 44 stars on GitHub