Dependency Packages
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TensorFlow.jl866A Julia wrapper for TensorFlow
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DSGE.jl798Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)
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FastAI.jl557Repository of best practices for deep learning in Julia, inspired by fastai
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GeometricFlux.jl330Geometric Deep Learning for Flux
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ADCME.jl250Automatic Differentiation Library for Computational and Mathematical Engineering
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MLDatasets.jl204Utility package for accessing common Machine Learning datasets in Julia
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NeuralOperators.jl151DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
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MIPVerify.jl104Evaluating Robustness of Neural Networks with Mixed Integer Programming
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CounterfactualExplanations.jl75A package for Counterfactual Explanations and Algorithmic Recourse in Julia.
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MatrixDepot.jl70An Extensible Test Matrix Collection for Julia
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AdFem.jl67Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling
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FundamentalsNumericalComputation.jl60Core functions for the Julia (2nd) edition of the text Fundamentals of Numerical Computation, by Driscoll and Braun.
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COBRA.jl53High-level, high-performance, constraint-based reconstruction and analysis in Julia
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ADSeismic.jl52A General Approach to Seismic Inversion Problems using Automatic Differentiation
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MRIsim.jl43Koma is a 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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KomaMRI.jl43Koma is a 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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Neuroimaging.jl42Neuroimaging in Julia
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FwiFlow.jl35Elastic Full Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation
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DCEMRI.jl34DCE MRI analysis in Julia
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AIBECS.jl34The ideal tool for exploring global marine biogeochemical cycles.
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COBREXA.jl31Constraint-Based Reconstruction and EXascale Analysis
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NNFEM.jl31Neural Network Approach for Data-Driven Constitutive Modeling
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JutulDarcy.jl25Darcy flow and reservoir simulator based on Jutul.jl
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Jutul.jl22Experimental framework for automatic differentiation finite-volume simulators
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DECAES.jl22DEcomposition and Component Analysis of Exponential Signals (DECAES) - a Julia implementation of the UBC Myelin Water Imaging (MWI) toolbox for computing voxelwise T2-distributions of multi spin-echo MRI images.
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LightGraphsExtras.jl22Additional functionality for LightGraphs.jl
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MATDaemon.jl15-
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GraphMLDatasets.jl14A library for machine learning datasets on graph
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ElectricGrid.jl12A time domain electrical energy grid modeling and simulation tool with a focus on the control of power electronics converters
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Intan.jl11Julia API for Intan RHD2000
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NeuroAnalysis.jl11Neural Signal Analysis
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DifferentiableMetabolism.jl9Differentiable constraint-based metabolic models
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ChemometricsData.jl9Chemometrics Data Respository, Scraper, and Fetcher.
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TcpInstruments.jl9This package can be used to control common lab equipment devices via SCPI commands over TCP. It purposely does not use the NI-VISA library in order to be self-containing and not rely on an external binary blob.
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KnetNLPModels.jl8An NLPModels Interface to Knet
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MagmaThermoKinematics.jl8Package to simulate the thermal evolution of magmatic systems
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AlphaStableDistributions.jl6Alpha stable and sub-Gaussian distributions in Julia
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FBCModelTests.jl6-
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JutulDarcyRules.jl6JutulDarcyRules: ChainRules extension to Jutul and JutulDarcy
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FCA.jl5-
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