Dependency Packages
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Oceananigans.jl781🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
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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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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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Flux.jl4122Relax! Flux is the ML library that doesn't make you tensor
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MPSKitModels.jl6-
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Sophon.jl36Neural networks and neural operators for physics-informed machine learning
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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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RobustNeuralNetworks.jl11A Julia package for robust neural networks.
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Quiqbox.jl24Exploring the computational power of fermionic quantum systems. Ab initio computation and basis set optimization for electronic structure problems.
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ClimaAtmos.jl43ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools. We welcome contributions!
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HighDimPDE.jl60A Julia package that breaks down the curse of dimensionality in solving PDEs.
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RayTracer.jl141Differentiable RayTracing in Julia
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NeuralNetDiffEq.jl755Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
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NeuralPDE.jl755Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
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DiffEqFlux.jl771Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
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SpeedyWeather.jl256The little sister of a big weather forecast model
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ClimaLSM.jl12An in-progress prototype interface for the land model
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AdvRBMs.jl1-
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ElectricGrid.jl12A time domain electrical energy grid modeling and simulation tool with a focus on the control of power electronics converters
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GemmKernels.jl55Flexible and performant GEMM kernels in Julia
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SeaPearl.jl141Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.
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ProxAL.jl5Proximal Augmented Lagrangian solver for solving multiperiod contingency-constrained ACOPF
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CuYao.jl29CUDA extension for Yao.jl
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WaterLily.jl405Fast and simple fluid simulator in Julia
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FastaLoader.jl4Load fasta files that contain DNA strings and process it for other downstream tasks
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MPIReco.jl7Julia Package for MPI reconstruction
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MLJFlux.jl115Wrapping deep learning models from the package Flux.jl for use in the MLJ.jl toolbox
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Argos.jl15Reduced-space optimization, for optimal power flow.
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FourierSpaces.jl3Fourier spectral methods for solving partial differential equations
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AlphaZero.jl1131A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.
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JunctionTrees.jl22A metaprogramming-based implementation of the junction tree algorithm.
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ExaPF.jl47A Power Flow Solver for GPUs in Julia
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Lints.jl12Libint2 interface to Julia
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FastAI.jl557Repository of best practices for deep learning in Julia, inspired by fastai
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Oceanostics.jl17-
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AutomationLabs.jl4A powerful, no code solution for control and systems engineering
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CMBLensing.jl49The automatically differentiable and GPU-compatible toolkit for CMB analysis.
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EvoLinear.jl7Linear models
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