Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

Top 1.3% on juliahub.com
Top 0.4% dependent packages on juliahub.com
Top 4.4% dependent repos on juliahub.com
Top 0.3% forks on juliahub.com

juliahub.com : Zygote

21st century AD

Registry - Source - Documentation - JSON
purl: pkg:julia/Zygote
Keywords: control-flow, julia, machine-learning, julia-compiler, automatic-differentiation, gradient
License: MIT
Latest release: 2 days ago
First release: over 1 year ago
Dependent packages: 166
Dependent repositories: 6
Stars: 1,444 on GitHub
Forks: 207 on GitHub
Total Commits: 1804
Committers: 121
Average commits per author: 14.909
Development Distribution Score (DDS): 0.66
More commit stats: commits.ecosyste.ms
See more repository details: repos.ecosyste.ms
Funding links: https://numfocus.salsalabs.org/donate-to-julia/index.html
Last synced: 2 days ago

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
Top 9.6% on juliahub.com
SymbolicRegression 0.24.2
Distributed High-Performance Symbolic Regression in Julia
145 versions - Latest release: 28 days ago - 1 dependent package - 478 stars on GitHub
RestrictedBoltzmannMachines 3.4.0
Train and sample Restricted Boltzmann machines in Julia
122 versions - Latest release: about 2 months ago - 8 dependent packages - 14 stars on GitHub
Top 3.9% on juliahub.com
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
Top 6.4% on juliahub.com
Lux 0.5.35
Explicitly Parameterized Neural Networks in Julia
96 versions - Latest release: 27 days ago - 13 dependent packages - 424 stars on GitHub
Top 0.7% on juliahub.com
Flux 0.14.15 💰
Relax! Flux is the ML library that doesn't make you tensor
83 versions - Latest release: about 2 months ago - 161 dependent packages - 14 dependent repositories - 4,320 stars on GitHub
Top 6.0% on juliahub.com
DistributionsAD 0.6.55
Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff
80 versions - Latest release: 11 days ago - 27 dependent packages - 147 stars on GitHub
Top 6.7% on juliahub.com
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
Top 6.0% on juliahub.com
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 - 907 stars on GitHub
Top 5.4% on juliahub.com
ReinforcementLearningCore 0.15.2 💰
A reinforcement learning package for Julia
63 versions - Latest release: 23 days ago - 8 dependent packages - 539 stars on GitHub
GraphSignals 0.9.1
Data structures for graph neural network
63 versions - Latest release: 8 months ago - 2 dependent packages - 18 stars on GitHub
JsonGrinder 2.4.0
Towards more automatic processing of structured data
60 versions - Latest release: 9 months ago - 41 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: 9 days ago - 1 dependent package - 76 stars on GitHub
InformationGeometry 1.14.5
Methods for computational information geometry
55 versions - Latest release: 6 months ago - 37 stars on GitHub
Top 6.8% on juliahub.com
Stheno 0.8.2
Probabilistic Programming with Gaussian processes in Julia
54 versions - Latest release: 11 months ago - 5 dependent packages - 332 stars on GitHub
Mill 2.10.2
Prototype flexible hierarchical multi-instance learning models.
52 versions - Latest release: 3 months ago - 1 dependent package - 82 stars on GitHub
PEtab 2.14.1
Create parameter estimation problems for ODE models
50 versions - Latest release: 15 days ago - 18 stars on GitHub
Top 8.5% on juliahub.com
GeometricFlux 0.14.0
Geometric Deep Learning for Flux
45 versions - Latest release: 8 months ago - 2 dependent packages - 348 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
Top 7.6% on juliahub.com
Transformers 0.2.8
Julia Implementation of Transformer models
42 versions - Latest release: 7 months ago - 2 dependent packages - 477 stars on GitHub
Top 6.3% on juliahub.com
ReinforcementLearningZoo 0.9.0 💰
A reinforcement learning package for Julia
41 versions - Latest release: almost 3 years ago - 3 dependent packages - 539 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 5.4% on juliahub.com
Surrogates 6.9.0 💰
Surrogate modeling and optimization for scientific machine learning (SciML)
40 versions - Latest release: 4 months ago - 8 dependent packages - 300 stars on GitHub
TMLE 0.16.1
A pure Julia implementation of the Targeted Minimum Loss-based Estimation
39 versions - Latest release: 3 days ago - 5 stars on GitHub
TemporalGPs 0.6.8
Fast inference for Gaussian processes in problems involving time. Partly built on results from ht...
38 versions - Latest release: 3 months ago - 3 dependent packages - 106 stars on GitHub
BetaML 0.11.4
Beta Machine Learning Toolkit
37 versions - Latest release: about 2 months ago - 1 dependent package - 90 stars on GitHub
Top 9.8% on juliahub.com
Molly 0.21.0
Molecular simulation in Julia
35 versions - Latest release: 1 day ago - 1 dependent package - 361 stars on GitHub
AugmentedGaussianProcesses 0.11.5
Gaussian Process package based on data augmentation, sparsity and natural gradients
34 versions - Latest release: almost 2 years ago - 133 stars on GitHub
DynamicExpressions 0.17.0
Ridiculously fast symbolic expressions
34 versions - Latest release: 13 days ago - 1 dependent package - 74 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
DifferentiableStateSpaceModels 0.5.3
33 versions - Latest release: about 1 year ago - 45 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
ContinuousNormalizingFlows 0.21.0
Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia
31 versions - Latest release: about 1 month ago - 21 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
QuantumControlBase 0.9.3
Common methods for quantum control packages
28 versions - Latest release: 21 days ago - 5 dependent packages - 4 stars on GitHub
Nonconvex 2.1.3
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuou...
27 versions - Latest release: 5 months ago - 2 dependent packages - 106 stars on GitHub
DifferenceEquations 0.5.3 💰
Solving difference equations with DifferenceEquations.jl and the SciML ecosystem.
26 versions - Latest release: 8 months ago - 1 dependent package - 30 stars on GitHub
Top 7.0% on juliahub.com
TopOpt 0.9.1
A package for binary and continuous, single and multi-material, truss and continuum, 2D and 3D to...
21 versions - Latest release: about 1 month ago - 1 dependent package - 174 stars on GitHub
Top 7.4% on juliahub.com
Integrals 4.4.1 💰
A common interface for quadrature and numerical integration for the SciML scientific machine lear...
20 versions - Latest release: 2 months ago - 9 dependent packages - 202 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
FluxTraining 0.3.10
A flexible neural net training library inspired by fast.ai
20 versions - Latest release: 2 months ago - 1 dependent package - 115 stars on GitHub
FluxMPI 0.7.2
Distributed Data Parallel Training of Deep Neural Networks
19 versions - Latest release: 3 months ago - 54 stars on GitHub
QuantumControl 0.9.0
Julia Framework for Quantum Dynamics and Control
19 versions - Latest release: 4 months ago - 3 dependent packages - 39 stars on GitHub
ExplainableAI 0.8.0
Explainable AI in Julia.
19 versions - Latest release: 3 months ago - 99 stars on GitHub
DeepEquilibriumNetworks 2.1.0 💰
Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelera...
19 versions - Latest release: 16 days ago - 45 stars on GitHub
Top 7.4% on juliahub.com
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
CMBLensing 0.10.1
The automatically differentiable and GPU-compatible toolkit for CMB analysis.
18 versions - Latest release: 11 months ago - 51 stars on GitHub
ExpFamilyDistributions 1.0.2
A Julia package for probability distributions member of the Exponential family
17 versions - Latest release: almost 3 years ago - 4 stars on GitHub
LuxTestUtils 0.1.15
Collection of Functions useful for testing various packages in the Lux Ecosystem
16 versions - Latest release: 3 months ago - 0 stars on GitHub
DeconvOptim 0.7.3
A multi-dimensional, high performance deconvolution framework written in Julia Lang for CPUs and ...
16 versions - Latest release: 6 months ago - 53 stars on GitHub
Solaris 0.2.13
Lightweight module for fusing physical and neural models
15 versions - Latest release: about 2 months ago - 1 dependent package - 3 stars on GitHub
ReinforcementLearningExperiments 0.4.0 💰
A reinforcement learning package for Julia
13 versions - Latest release: 2 months ago - 539 stars on GitHub
Top 9.6% on juliahub.com
OpticSim 0.6.0
Optical Simulation software
13 versions - Latest release: about 2 years ago - 1 dependent package - 348 stars on GitHub
BaytesDiff 0.3.1
Wrappers to differentiate `ModelWrapper` structs, see ModelWrappers.jl.
12 versions - Latest release: 8 months ago - 4 dependent packages - 0 stars on GitHub
TuringBenchmarking 0.5.2
12 versions - Latest release: 18 days ago - 5 stars on GitHub
ProximalAlgorithms 0.5.4
Proximal algorithms for nonsmooth optimization in Julia
12 versions - Latest release: about 2 years ago - 2 dependent packages - 121 stars on GitHub
FluxArchitectures 0.2.6
Complex neural network examples for Flux.jl
12 versions - Latest release: 5 months ago - 118 stars on GitHub
Top 4.5% on juliahub.com
GaussianProcesses 0.12.5
A Julia package for Gaussian Processes
12 versions - Latest release: over 1 year ago - 11 dependent packages - 2 dependent repositories - 303 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
NonconvexIpopt 0.4.3
Ipopt wrapper for Nonconvex.jl.
11 versions - Latest release: 3 months ago - 4 dependent packages - 0 stars on GitHub
NonconvexUtils 0.4.3
Some convenient hacks when using Nonconvex.jl.
11 versions - Latest release: 7 months ago - 3 dependent packages - 16 stars on GitHub
NeuralArithmetic 1.0.7
Collection of layers that can perform arithmetic operations
11 versions - Latest release: over 1 year ago - 12 stars on GitHub
LaplaceRedux 0.2.0
Effortless Bayesian Deep Learning through Laplace Approximation for Flux.jl neural networks.
10 versions - Latest release: 3 days ago - 2 dependent packages - 32 stars on GitHub
AutomationLabsIdentification 0.2.8
Dynamical systems identification
10 versions - Latest release: about 1 year ago - 3 dependent packages - 4 stars on GitHub
Top 6.7% on juliahub.com
FastAI 0.5.2
Repository of best practices for deep learning in Julia, inspired by fastai
10 versions - Latest release: 9 months ago - 3 dependent packages - 577 stars on GitHub
SeaPearl 0.4.5
Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.
10 versions - Latest release: 10 months ago - 2 dependent packages - 165 stars on GitHub
AtomicGraphNets 0.2.4
Atomic graph models for molecules and crystals in Julia
10 versions - Latest release: almost 2 years ago - 58 stars on GitHub
MGVI 0.3.1
Metric Gaussian Variational Inference
9 versions - Latest release: 5 months ago - 7 stars on GitHub
OILMMs 0.2.4
http://proceedings.mlr.press/v119/bruinsma20a.html
9 versions - Latest release: over 2 years ago - 5 stars on GitHub
ElectrochemicalKinetics 0.2.2
Electrochemical reaction rate modeling and nonequilibrium phase maps (via AD)
9 versions - Latest release: over 1 year ago - 20 stars on GitHub
MagNav 1.1.7 removed
MagNav: airborne Magnetic anomaly Navigation
9 versions - Latest release: 4 months ago - 78 stars on GitHub
MCPhylo 0.9.5
(Hierarchical) Phylogenetic Models in Julia
8 versions - Latest release: about 1 year ago - 7 stars on GitHub
RobustNeuralNetworks 0.3.2
A Julia package for robust neural networks.
8 versions - Latest release: 6 months ago - 45 stars on GitHub
ScatterNNlib 0.1.7
A scatter operation library for neural network
8 versions - Latest release: about 3 years ago - 1 dependent package - 9 stars on GitHub
DrillMudsThermalProps 0.2.6
8 versions - Latest release: over 1 year ago - 1 stars on GitHub
EquivariantOperators 0.1.7
8 versions - Latest release: over 1 year ago - 17 stars on GitHub
NonconvexNLopt 0.1.8
NLopt wrapper in Nonconvex.jl.
8 versions - Latest release: 4 months ago - 0 stars on GitHub
Tsunami 0.1.7
Neural network training, fast and easy.
8 versions - Latest release: 7 months ago - 21 stars on GitHub
QuanEstimation 0.1.6
QuanEstimation.jl is an open-source toolkit for quantum parameter estimation.
7 versions - Latest release: 4 days ago - 25 stars on GitHub
GraphLaplacians 0.2.1
This package provides calculating for Laplacian of a graph and related linear algebra.
7 versions - Latest release: over 2 years ago - 2 dependent packages - 3 stars on GitHub
RadialBasisFunctionModels 0.3.4
Radial Basis Function Surrogates
7 versions - Latest release: about 2 years ago - 1 stars on GitHub
ReactionMechanismSimulator 0.4.0
The amazing Reaction Mechanism Simulator for simulating large chemical kinetic mechanisms
7 versions - Latest release: over 2 years ago - 69 stars on GitHub
Flux3D 0.1.6
3D computer vision library in Julia
7 versions - Latest release: over 2 years ago - 100 stars on GitHub
AlphaZero 0.5.4
A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.
6 versions - Latest release: over 1 year ago - 1,212 stars on GitHub
DerivableFunctions 0.2.1
Backend-agnostic differentiation with symbolic pass-through in Julia.
6 versions - Latest release: over 2 years ago - 1 dependent package - 3 stars on GitHub
LighthouseFlux 0.3.5
An adapter package that implements Lighthouse's framework interface for Flux
6 versions - Latest release: about 2 years ago - 1 stars on GitHub
NonconvexJuniper 0.3.1
Juniper wrapper in Nonconvex.jl
6 versions - Latest release: almost 2 years ago - 0 stars on GitHub
NonconvexMMA 1.0.0
Method of moving asymptotes implementation for Nonconvex.jl
6 versions - Latest release: over 1 year ago - 2 dependent packages - 1 stars on GitHub
PointProcesses 0.5.0
A package for temporal point process modeling, simulation and inference (unmaintained)
6 versions - Latest release: 4 months ago - 18 stars on GitHub
TaylorDiff 0.2.1
Taylor-mode automatic differentiation for higher-order derivatives
6 versions - Latest release: over 1 year ago - 63 stars on GitHub
GumbelSoftmax 1.0.1
Julia implementation of the Gumbel-Softmax reparametrization trick compatible with Zygote and For...
6 versions - Latest release: 20 days ago - 6 stars on GitHub
HorseML 0.4.1
HorseML.jl is the ML library for JuliaLang.
5 versions - Latest release: about 2 years ago - 9 stars on GitHub
QuantumCollocation 0.1.5
Quantum Optimal Control with Direct Collocation
5 versions - Latest release: 7 months ago - 3 dependent packages - 18 stars on GitHub
Nerf 0.1.4
5 versions - Latest release: 3 months ago - 98 stars on GitHub
DiffFusion 0.5.0
High performance hybrid Monte Carlo simulation
5 versions - Latest release: about 1 month ago - 0 stars on GitHub
RMLImaging 0.1.4
A Julia package to provide RML imaging methods for high-resolution radio interferometry
5 versions - Latest release: 10 months ago - 4 stars on GitHub
LearningHorse 0.3.2
LearningHorse.jl is the ML library for JuliaLang.
5 versions - Latest release: over 1 year ago - 9 stars on GitHub
RayTracer 0.1.4
Differentiable RayTracing in Julia
5 versions - Latest release: over 3 years ago - 146 stars on GitHub
Hopfields 0.0.4
Modern Hopfield layer implementations in Julia
4 versions - Latest release: almost 2 years ago - 14 stars on GitHub