Dependency Packages
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MRIsim.jl111Koma is a Pulseq-compatible 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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Bridge.jl111A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.
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TemporalGPs.jl110Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt21a.html
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Bootstrap.jl110Statistical bootstrapping library for Julia
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Avalon.jl106Starter kit for legendary models
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ExplainableAI.jl106Explainable AI in Julia.
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ArviZ.jl106Exploratory analysis of Bayesian models with Julia
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TimeseriesPrediction.jl105Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis
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PowerDynamics.jl104Package for dynamical modeling of power grids
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UnitCommitment.jl104Optimization package for the Security-Constrained Unit Commitment Problem
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TableTransforms.jl103Transforms and pipelines with tabular data in Julia
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ContactImplicitMPC.jl102Fast contact-implicit model predictive control for robotic systems that make and break contact with their environments.
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Mads.jl101MADS: Model Analysis & Decision Support
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MagNav.jl101MagNav: airborne Magnetic anomaly Navigation
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Flux3D.jl1013D computer vision library in Julia
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YAXArrays.jl100Yet Another XArray-like Julia package
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ReactiveMP.jl99High-performance reactive message-passing based Bayesian inference engine
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GaussianMixtures.jl98Large scale Gaussian Mixture Models
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FundamentalsNumericalComputation.jl97Core functions for the Julia (2nd) edition of the text Fundamentals of Numerical Computation, by Driscoll and Braun.
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Publish.jl96A universal document authoring package for Julia.
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JWAS.jl96Julia for Whole-genome Analysis Software
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ScientificTypes.jl96An API for dispatching on the "scientific" type of data instead of the machine type
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MacroModelling.jl95Macros and functions to work with DSGE models.
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GLMNet.jl94Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet
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HMMBase.jl94Hidden Markov Models for Julia.
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ModelingToolkitDesigner.jl94A helper tool for visualizing and editing a ModelingToolkit.jl system connections
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OptimalTransport.jl94Optimal transport algorithms for Julia
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BetaML.jl92Beta Machine Learning Toolkit
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ManifoldLearning.jl92A Julia package for manifold learning and nonlinear dimensionality reduction
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BayesianOptimization.jl91Bayesian optimization for Julia
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ARCHModels.jl90A Julia package for estimating ARMA-GARCH models.
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AdvancedMH.jl88Robust implementation for random-walk Metropolis-Hastings algorithms
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Immerse.jl88Dive deeper into your data with interactive graphics
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FileTrees.jl88Parallel computing with a tree of files metaphor
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Copulas.jl88A fully `Distributions.jl`-compliant copula package
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Dynare.jl86A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.
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StateSpaceRoutines.jl86Package implementing common state-space routines.
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RandomMatrices.jl85Random matrices package for Julia
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AbstractPlotting.jl85An abstract interface for plotting libraries, part of the Makie ecosystem.
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HiddenMarkovModels.jl85A Julia package for simulation, inference and learning of Hidden Markov Models.
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