Dependency Packages
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LocalAnisotropies.jl8Local anisotropies and nonstationary spatial processes for the GeoStats.jl framework
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TensorNetworkCodes.jl7TensorNetworkCodes is a Julia library developed to support the following research: https://arxiv.org/abs/2109.11996
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NTFk.jl7Nonnegative Tensor Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning
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MCPhylo.jl7(Hierarchical) Phylogenetic Models in Julia
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MLJMultivariateStatsInterface.jl7Repository implementing MLJ interface for MultivariateStats models.
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BayesFlux.jl6Bayesian addition to Flux.jl
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GlobalApproximationValueIteration.jl6-
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VlasovMethods.jl6Numerical Methods for Vlasov-Poisson and Vlasov-Maxwell Systems
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EnergyCommunity.jl6Optimization of Energy Communities in Julia
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Unfolding.jl6Package for unfolding of complex 3-D geometries.
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BiobakeryUtils.jl6A companion package for Microbiome.jl for working with the Biobakery family of computational tools
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AlgorithmicRecourseDynamics.jl6A Julia package for modelling Algorithmic Recourse Dynamics.
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IndependentComponentAnalysis.jl6Fast implementations of FastICA and DUET for blind source separation
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AutomationLabs.jl5A powerful, no code solution for control and systems engineering
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CoralBlox.jl5CoralBlox is a coral growth and mortality model that simulates distinct coral functional groups indirectly competing for a limited space over time. The model does not directly consider natural disturbances nor does it have representation of anthropogenic restoration and conservation activities such as coral seeding or cloud brightening.
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CompressedBeliefMDPs.jl5Compressed belief-state MDPs in Julia compatible with POMDPs.jl
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RankCompV3.jl5The RankCompV3 package is based on the julia.
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SubspaceInference.jl5Subspace Inference package for uncertainty analysis in deep neural networks and neural ordinary differential equations using Julia
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CDGRNs.jl5Official Implementation of Context-Dependent Gene Regulatory Networks (CDGRNs)
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InferenceReport.jl4Generate nice reports from MCMC-based approximations
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AutomationLabsIdentification.jl4Dynamical systems identification
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DiscretePersistentHomologyTransform.jl4Implementation of the Persistent Homology Transform
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MicrobiomePlots.jl4-
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EmbeddingsAnalysis.jl4A package for embeddings processing
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MultivariateDiscretization.jl4-
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Aurora.jl4Empirical Bayes mean estimation with nonparametric errors via order statistic regression in Julia (https://arxiv.org/abs/1911.05970)
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AgnosticBayesEnsemble.jl4This Package comprises a collection of ensemble algorithms for prediction, in order to improve the predictive performance for classification and regression problems.
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Nucleotide_Essentials.jl4-
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SnowyOwl.jl4A single-cell RNA sequencing data analysis toolkit in Julia.
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PhysicsInformedML.jl3Physics-informed Machine Learning
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EasyPlotting.jl3Graphical/statistical plotting GUI package for quick data visualisation and exploration.
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MicrobiomeAnalysis.jl3Functions and workflows for the analysis of microbiome data.
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GenerativeTopographicMapping.jl3A Julia package for Generative Topographic Mapping
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BLASBenchmarksGPU.jl3Benchmark BLAS libraries on GPUs
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DiffEqBayesStan.jl2Stan only version of DiffEqBayes.jl
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DegreesOfFreedom.jl2Julia package for "Degrees of Freedom: Search Cost and Self-consistency"
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LassoPlot.jl2Plots regularization paths generated by Lasso.jl
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MicroTracker.jl2Microbot tracking and analysis with Julia.
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MLJNonnegativeMatrixFactorization.jl2-
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BOMBs.jl2Repository for the Julia BOMBS package
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