Dependency Packages
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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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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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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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AtomicGraphNets.jl58Atomic graph models for molecules and crystals in Julia
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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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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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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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LogicCircuits.jl44Logic Circuits from the Juice library
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Lilith.jl44Renamed to Avalon.jl
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RRTMGP.jl44A Julia implementation of Rapid and accurate Radiative Transfer Model for General Circulation Models.
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MRIsim.jl43Koma is a framework to efficiently simulate Magnetic Resonance Imaging (MRI) acquisitions. The main focus of this package is to simulate general scenarios that could arise in pulse sequence development.
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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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FluxJS.jl43I heard you like compile times
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KomaMRI.jl43Koma is a framework to efficiently simulate Magnetic Resonance Imaging (MRI) acquisitions. The main focus of this package is to simulate general scenarios that could arise in pulse sequence development.
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ChainPlots.jl42Visualization for Flux.Chain neural networks
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RadiativeTransfer.jl42A full end-to-end modular software suite for radiative transfer and related atmospheric analysis
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YOLO.jl42YOLO Object Detection in Julia
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SystemBenchmark.jl41Julia package for benchmarking a system
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DeepEquilibriumNetworks.jl41Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.
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UNet.jl40Generic UNet implementation written in pure Julia, based on Flux.jl
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ChemistryFeaturization.jl39Interface package for featurizing atomic structures
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NaiveGAflux.jl38Evolve Flux networks from scratch!
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ImageQuilting.jl37Fast image quilting simulation solver for the GeoStats.jl framework
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JsonGrinder.jl37Towards more automatic processing of structured data
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OperatorLearning.jl37No need to train, he's a smooth operator
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QXTools.jl36Julia package for quantum circuit simulation using tensor networks
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BioMakie.jl36User interface tools for bioinformatics.
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