Dependency Packages
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TensorFlow.jl884A Julia wrapper for TensorFlow
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DSGE.jl864Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)
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Agents.jl728Agent-based modeling framework in Julia
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DiffEqTutorials.jl713Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
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FastAI.jl589Repository of best practices for deep learning in Julia, inspired by fastai
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Tidier.jl513Meta-package for data analysis in Julia, modeled after the R tidyverse.
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CSV.jl466Utility library for working with CSV and other delimited files in the Julia programming language
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StatisticalRethinking.jl386Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.
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AutoMLPipeline.jl355A package that makes it trivial to create and evaluate machine learning pipeline architectures.
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GeometricFlux.jl348Geometric Deep Learning for Flux
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PowerSystems.jl306Data structures in Julia to enable power systems analysis. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.
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PowerSimulations.jl279Julia for optimization simulation and modeling of PowerSystems. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.
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GenX.jl267GenX: a configurable power system capacity expansion model for studying low-carbon energy futures. More details at : https://genx.mit.edu
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NeuralOperators.jl262DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
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MLDatasets.jl227Utility package for accessing common Machine Learning datasets in Julia
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Laplacians.jl215Algorithms inspired by graph Laplacians: linear equation solvers, sparsification, clustering, optimization, etc.
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Stan.jl211Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.
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Clapeyron.jl194Clapeyron provides a framework for the development and use of fluid-thermodynamic models, including SAFT, cubic, activity, multi-parameter, and COSMO-SAC.
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Caesar.jl184Robust robotic localization and mapping, together with NavAbility(TM). Reach out to info@wherewhen.ai for help.
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PowerSimulationsDynamics.jl173Julia package to run Dynamic Power System simulations. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.
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SeaPearl.jl168Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.
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TuringModels.jl163Implementations of the models from the Statistical Rethinking book with Turing.jl
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RDatasets.jl160Julia package for loading many of the data sets available in R
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PhyloNetworks.jl155A Julia package for statistical inference, data manipulation and visualization of phylogenetic networks
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MarketData.jl145Time series market data
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PowerModelsDistribution.jl142A Julia/JuMP Package for Unbalanced Power Network Optimization
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StatsKit.jl139Convenience meta-package to load essential packages for statistics
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MarketTechnicals.jl127Technical analysis of financial time series in Julia
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Kinetic.jl122Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.
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DiffEqBayes.jl121Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning
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Eirene.jl116Julia library for homological persistence
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ClimateTools.jl116Climate science package for Julia
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MIPVerify.jl113Evaluating Robustness of Neural Networks with Mixed Integer Programming
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TSML.jl112A package for time series data processing, classification, clustering, and prediction.
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MagNav.jl101MagNav: airborne Magnetic anomaly Navigation
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Mads.jl101MADS: Model Analysis & Decision Support
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Braket.jl98Experimental Julia implementation of the Amazon Braket SDK
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JWAS.jl96Julia for Whole-genome Analysis Software
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Dynare.jl86A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.
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ECharts.jl84Julia package for the Apache ECharts v4 visualization library
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