Dependency Packages

TensorFlow.jl884A Julia wrapper for TensorFlow

DSGE.jl864Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

Agents.jl728Agentbased modeling framework in Julia

DiffEqTutorials.jl713Tutorials for doing scientific machine learning (SciML) and highperformance differential equation solving with open source software.

FastAI.jl589Repository of best practices for deep learning in Julia, inspired by fastai

Tidier.jl513Metapackage for data analysis in Julia, modeled after the R tidyverse.

StatisticalRethinking.jl386Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.

AutoMLPipeline.jl355A package that makes it trivial to create and evaluate machine learning pipeline architectures.

GeometricFlux.jl348Geometric Deep Learning for Flux

PowerSystems.jl306Data structures in Julia to enable power systems analysis. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.

PowerSimulations.jl279Julia for optimization simulation and modeling of PowerSystems. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.

GenX.jl267GenX: a configurable power system capacity expansion model for studying lowcarbon energy futures. More details at : https://genx.mit.edu

NeuralOperators.jl262DeepONets, (Fourier) Neural Operators, PhysicsInformed Neural Operators, and more in Julia

MLDatasets.jl227Utility package for accessing common Machine Learning datasets in Julia

Laplacians.jl215Algorithms inspired by graph Laplacians: linear equation solvers, sparsification, clustering, optimization, etc.

Stan.jl211Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.

Clapeyron.jl194Clapeyron provides a framework for the development and use of fluidthermodynamic models, including SAFT, cubic, activity, multiparameter, and COSMOSAC.

Caesar.jl184Robust robotic localization and mapping, together with NavAbility(TM). Reach out to info@wherewhen.ai for help.

PowerSimulationsDynamics.jl173Julia package to run Dynamic Power System simulations. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.

SeaPearl.jl168Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.

TuringModels.jl163Implementations of the models from the Statistical Rethinking book with Turing.jl

RDatasets.jl160Julia package for loading many of the data sets available in R

PhyloNetworks.jl155A Julia package for statistical inference, data manipulation and visualization of phylogenetic networks

MarketData.jl145Time series market data

PowerModelsDistribution.jl142A Julia/JuMP Package for Unbalanced Power Network Optimization

StatsKit.jl139Convenience metapackage to load essential packages for statistics

MarketTechnicals.jl127Technical analysis of financial time series in Julia

Kinetic.jl122Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.

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

Eirene.jl116Julia library for homological persistence

ClimateTools.jl116Climate science package for Julia

MIPVerify.jl113Evaluating Robustness of Neural Networks with Mixed Integer Programming

TSML.jl112A package for time series data processing, classification, clustering, and prediction.

Mads.jl101MADS: Model Analysis & Decision Support

MagNav.jl101MagNav: airborne Magnetic anomaly Navigation

Braket.jl98Experimental Julia implementation of the Amazon Braket SDK

JWAS.jl96Julia for Wholegenome Analysis Software

Dynare.jl86A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.

ECharts.jl84Julia package for the Apache ECharts v4 visualization library

Twitter.jl84Julia package to access Twitter API
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