Dependency Packages
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TensorFlow.jl884A Julia wrapper for TensorFlow
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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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ScikitLearn.jl546Julia implementation of the scikit-learn API https://cstjean.github.io/ScikitLearn.jl/dev/
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PyPlot.jl474Plotting for Julia based on matplotlib.pyplot
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ADCME.jl286Automatic Differentiation Library for Computational and Mathematical Engineering
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SymPy.jl268Julia interface to SymPy via PyCall
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RobotOS.jl181Julia interface to ROS (Robot Operating System)
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Pandas.jl174A Julia front-end to Python's Pandas package.
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Symata.jl174Language for symbolic mathematics
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Queryverse.jl153A meta package for data science in julia
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InvertibleNetworks.jl149A Julia framework for invertible neural networks
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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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PerceptualColourMaps.jl117Perceptually Uniform Colour Maps for Julia
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ClimateTools.jl116Climate science package for Julia
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JUDI.jl96Julia Devito inversion.
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FEniCS.jl96A scientific machine learning (SciML) wrapper for the FEniCS Finite Element library in the Julia programming language
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JustSayIt.jl86Software and high-level API for offline, low latency and secure translation of human speech to computer commands or text on Linux, MacOS and Windows
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CalibrateEmulateSample.jl84Stochastic Optimization, Learning, Uncertainty and Sampling
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AdFem.jl79Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling
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SimpleHypergraphs.jl75A simple hypergraphs package for the Julia programming language
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AnyMOD.jl69Julia framework for energy system models with a focus on multi-period capacity expansion
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ODINN.jl68Global glacier model using Universal Differential Equations for climate-glacier interactions
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ClimateMARGO.jl67Julia implementation of MARGO, an idealized climate-economic modelling framework for Optimizing trade-offs between emissions Mitigation, Adaptation, carbon dioxide Removal, and solar Geoengineering.
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ADSeismic.jl62A General Approach to Seismic Inversion Problems using Automatic Differentiation
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AutoGP.jl60Automated Bayesian model discovery for time series data
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ExcelReaders.jl58ExcelReaders is a package that provides functionality to read Excel files.
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Luna.jl58Nonlinear optical pulse propagator
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PyCallChainRules.jl56Differentiate python calls from Julia
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SymbolicControlSystems.jl49C-code generation and an interface between ControlSystems.jl and SymPy.jl
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EarthEngine.jl49Google Earth Engine in Julia
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Seaborn.jl46Julia wrapper for Seaborn
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OpticSim.jl44-
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Crux.jl43Julia library for deep reinforcement learning
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ExcelFiles.jl42FileIO.jl integration for Excel files
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FeynmanDiagram.jl42Computational graph representation of multiloop Feynman diagrams
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CombineML.jl42Create ensembles of machine learning models from scikit-learn, caret, and julia
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FwiFlow.jl40Elastic Full Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation
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NNFEM.jl37Neural Network Approach for Data-Driven Constitutive Modeling
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Peacock.jl37Photonic crystals in Julia 🦚
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HiQGA.jl37High Quality Geophysical Analysis provides a general purpose Bayesian and deterministic inversion framework for various geophysical methods and spatially distributed / timeseries data
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