Dependency Packages
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Fermi.jl116Fermi quantum chemistry program
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ImplicitGlobalGrid.jl115Almost trivial distributed parallelization of stencil-based GPU and CPU applications on a regular staggered grid
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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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FluxArchitectures.jl113Complex neural network examples for Flux.jl
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Avalon.jl105Starter kit for legendary models
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InvertibleNetworks.jl101A Julia framework for invertible neural networks
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Kinetic.jl96Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.
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FluxTraining.jl95A flexible neural net training library inspired by fast.ai
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ProbabilisticCircuits.jl92Probabilistic Circuits from the Juice library
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Flux3D.jl913D computer vision library in Julia
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MultilayerGraphs.jl88A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.
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QuantumInformation.jl85A Julia package for numerical computation in quantum information theory
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ObjectDetector.jl82Pure Julia implementations of single-pass object detection neural networks.
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ExplainableAI.jl77XAI in Julia using Flux.
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CounterfactualExplanations.jl75A package for Counterfactual Explanations and Algorithmic Recourse in Julia.
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OrbitalTrajectories.jl74OrbitalTrajectories.jl is a modern orbital trajectory design, optimisation, and analysis library for Julia, providing methods and tools for designing spacecraft orbits and transfers via high-performance simulations of astrodynamical models.
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EasyModelAnalysis.jl74High level functions for analyzing the output of simulations
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Mill.jl74Multiple Instance Learning Library is build on top of Flux.jl aimed to prototype flexible multi-instance learning models.
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TensorNetworkAD.jl74Algorithms that combine tensor network methods with automatic differentiation
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MPSKit.jl73Contains code for tackling 1 dimensional (quantum) problems using tensor network algorithms.
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Pathfinder.jl66Preheat your MCMC
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DeepQLearning.jl65Implementation of the Deep Q-learning algorithm to solve MDPs
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HighDimPDE.jl60A Julia package that breaks down the curse of dimensionality in solving PDEs.
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ClimaCore.jl59CliMA model dycore
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FMI.jl59FMI.jl is a free-to-use software library for the Julia programming language which integrates FMI (fmi-standard.org): load or create, parameterize, differentiate and simulate FMUs seamlessly inside the Julia programming language!
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AtomicGraphNets.jl58Atomic graph models for molecules and crystals in Julia
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AMDGPUnative.jl56Julia interface to AMD/Radeon GPUs
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GemmKernels.jl55Flexible and performant GEMM kernels in Julia
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FluxOptTools.jl54Use Optim to train Flux models and visualize loss landscapes
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ReactionMechanismSimulator.jl54The amazing Reaction Mechanism Simulator for simulating large chemical kinetic mechanisms
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EasyML.jl52A foolproof way of doing ML with GUI elements.
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GenericTensorNetworks.jl51Generic tensor networks for solution space properties.
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Mixtape.jl51A static method overlay and optimization tool with configurable code generation and execution.
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FoldsCUDA.jl50Data-parallelism on CUDA using Transducers.jl and for loops (FLoops.jl)
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CMBLensing.jl49The automatically differentiable and GPU-compatible toolkit for CMB analysis.
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FluxMPI.jl48Distributed Data Parallel Training of Deep Neural Networks
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ExaPF.jl47A Power Flow Solver for GPUs in Julia
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SeisNoise.jl47Ambient Noise Cross-Correlation in Julia
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QuantumLab.jl46A workbench for Quantum Chemistry and Quantum Physics in Julia
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MCAnalyzer.jl45A set of tools for machine code analyzing of Julia code
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