Dependency Packages
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SparseDiffTools.jl201Fast jacobian computation through sparsity exploitation and matrix coloring
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StaticCompiler.jl395Compiles Julia code to a standalone library (experimental)
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Trixi.jl363Trixi.jl: Adaptive high-order numerical simulations of hyperbolic PDEs in Julia
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RestrictedBoltzmannMachines.jl12Train and sample Restricted Boltzmann machines in Julia
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Sundials.jl188Julia interface to Sundials, including a nonlinear solver (KINSOL), ODE's (CVODE and ARKODE), and DAE's (IDA) in a SciML scientific machine learning enabled manner
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LinearSolve.jl178LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.
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Oceananigans.jl781🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
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ReducedBasisMethods.jl1Reduced Basis Methods for Particle Systems
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CounterfactualExplanations.jl75A package for Counterfactual Explanations and Algorithmic Recourse in Julia.
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NeuralOperators.jl151DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
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GPUArrays.jl270Reusable array functionality for Julia's various GPU backends.
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OceanBioME.jl7🌊 🦠 🌿 A fast and flexible modelling environment written in Julia for modelling the coupled interactions between ocean biogeochemistry, carbonate chemistry, and physics
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RxInfer.jl69Julia package for automated Bayesian inference on a factor graph with reactive message passing
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SymbolicRegression.jl377Distributed High-Performance symbolic regression in Julia
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ControlSystems.jl430A Control Systems Toolbox for Julia
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ModelingToolkitStandardLibrary.jl76A standard library of components to model the world and beyond
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Metal.jl266Metal programming in Julia
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SciMLOperators.jl30SciMLOperators.jl: Matrix-Free Operators for the SciML Scientific Machine Learning Common Interface in Julia
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Rasters.jl161Raster manipulation for the Julia language
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SemanticModels.jl76A julia package for representing and manipulating model semantics
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AlgebraicRelations.jl41Relational Algebra, now with more algebra!
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Flux.jl4122Relax! Flux is the ML library that doesn't make you tensor
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GalacticOptim.jl512Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
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Optimization.jl512Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
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FastDMTransform.jl4Fast Dispersion Measure Transform implemented in Julia
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DynamicPPL.jl116Implementation of domain-specific language (DSL) for dynamic probabilistic programming
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MolecularGraph.jl167Graph-based molecule modeling toolkit for cheminformatics
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MimiMooreEtAlAgricultureImpacts.jl0-
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MPSKitModels.jl6-
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SimulationLogs.jl19Signal logging and scoping for DifferentialEquations.jl simulations.
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Sophon.jl36Neural networks and neural operators for physics-informed machine learning
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DataInterpolations.jl129A library of data interpolation and smoothing functions
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MOTIFs.jl0DNA Motif discovery that includes the discovery of flexible (long or gapped) motifs.
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SpinGlassEngine.jl1-
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Pesto.jl2Phylogenetic Estimation of Shifts in the Tempo of Origination
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RobustNeuralNetworks.jl11A Julia package for robust neural networks.
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ItsLive.jl8Tools for working with ITS_LIVE glacier velocity data
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DynamicGrids.jl211Grid-based simulations in Julia
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SymbolicNumericIntegration.jl93SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals
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Napari.jl11Julia package for the Napari multi-dimensional image viewer
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