Dependency Packages
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Sisyphus.jl11A high-performance library for gradient based quantum optimal control
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ABCdeZ.jl10Approximate Bayesian Computation (ABC) with differential evolution (de) moves and model evidence (Z) estimates.
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DiffRaster2D.jl10Differentiable 2d rasterizer in Julia
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EvoLinear.jl10Linear models
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Jello.jl10-
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MLJIteration.jl10A package for wrapping iterative MLJ models in a control strategy
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OperatorFlux.jl10Operator layers for Flux.jl that allow for the construction of Neural Operator models by using Flux's API. Useful for discretization-independent spatio-temporal ML models.
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SparseExtra.jl10Useful sparse codes
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MLJJLBoost.jl9MLJ.jl interface for JLBoost.jl
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JLBoostMLJ.jl9MLJ.jl interface for JLBoost.jl
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ParametrisedConvexApproximators.jl9A Julia package for parameterized convex approximators including parameterized log-sum-exp (PLSE) network.
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MLJFlow.jl8Connecting MLJ and MLFlow
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StatisticalMeasuresBase.jl8A Julia package for building production-ready measures (metrics) for statistics and machine learning
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RNAForecaster.jl8-
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VortexDistributions.jl8Fast accurate creation, detection and analysis of quantum vortex distributions.
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MLJParticleSwarmOptimization.jl7-
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MoM_Kernels.jl7A Julia package for kernel functions of Method of Moments (MoM) and Multi-level Fast Multipole Algorithm (MLFMA).
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SFrontiers.jl7A Package for Estimating Stochastic Frontier Models using Julia
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OutlierDetectionNetworks.jl7Neural-Network Outlier Detection Algorithms for Julia
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MOTIFs.jl7DNA Motif discovery that includes the discovery of flexible (long or gapped) motifs.
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CEEDesigns.jl7A decision-making framework for the cost-efficient design of experiments, balancing the value of acquired experimental evidence and incurred costs.
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MRFingerprintingRecon.jl6-
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RelevancePropagation.jl6Layerwise Relevance Propagation in Julia.
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PPLM.jl6A Julia based implementation of Plug and Play Language Models
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FluxNLPModels.jl6-
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IndependentHypothesisWeighting.jl6Independent Hypothesis Weighting for multiple testing with side-information in Julia
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GlobalApproximationValueIteration.jl6-
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BayesFlux.jl6Bayesian addition to Flux.jl
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Recommenders.jl6-
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AlgorithmicRecourseDynamics.jl6A Julia package for modelling Algorithmic Recourse Dynamics.
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MPIReco.jl6Julia package for MPI reconstruction
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JetPackWaveFD.jl6Jet operator pack for seismic modeling dependent on WaveFD.jl. Part of the COFII framework.
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MLJEnsembles.jl6-
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MLJBalancing.jl5A package with exported learning networks that combine resampling methods from Imbalance.jl and classification models from MLJ
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CodingTheory.jl5Pure Julia implementation of tools used in Coding Theory
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CompressedBeliefMDPs.jl5Compressed belief-state MDPs in Julia compatible with POMDPs.jl
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SigmaRidgeRegression.jl5Optimally tuned ridge regression when features can be partitioned into groups.
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ConstraintLearning.jl5A Julia package for people that love to learn new things about constraints
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MoM_AllinOne.jl5A Julia package for integration of packages of Method of Moments (MoM) and Multi-level Fast Multipole Algorithm (MLFMA).
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MoM_MPI.jl5MPI based parallel for method of moments (MoM) and MLFMA (https://github.com/deltaeecs/MoM_AllinOne.jl.jl)
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