Dependency Packages
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Knet.jl1427Koç University deep learning framework.
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PackageCompiler.jl1415Compile your Julia Package
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AlphaZero.jl1232A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.
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CUDA.jl1193CUDA programming in Julia.
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Oceananigans.jl962🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
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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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QuantumOptics.jl528Library for the numerical simulation of closed as well as open quantum systems.
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ITensors.jl521A Julia library for efficient tensor computations and tensor network calculations
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Transformers.jl521Julia Implementation of Transformer models
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TensorOperations.jl450Julia package for tensor contractions and related operations
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DFTK.jl426Density-functional toolkit
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SpeedyWeather.jl425Play atmospheric modelling like it's LEGO.
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MixedModels.jl402A Julia package for fitting (statistical) mixed-effects models
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Molly.jl389Molecular simulation in Julia
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GeometricFlux.jl348Geometric Deep Learning for Flux
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Oscar.jl339A comprehensive open source computer algebra system for computations in algebra, geometry, and number theory.
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Metalhead.jl328Computer vision models for Flux
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XGBoost.jl288XGBoost Julia Package
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Comonicon.jl282Your best CLI generator in JuliaLang
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Books.jl270Create books with Julia
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NeuralOperators.jl262DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
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DynamicHMC.jl243Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
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MLDatasets.jl227Utility package for accessing common Machine Learning datasets in Julia
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Hecke.jl224Computational algebraic number theory
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TensorKit.jl218A Julia package for large-scale tensor computations, with a hint of category theory
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Stan.jl211Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.
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FourierFlows.jl204Tools for building fast, hackable, pseudospectral partial differential equation solvers on periodic domains
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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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EvoTrees.jl175Boosted trees in Julia
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ApplicationBuilder.jl168[deprecated] Compile, bundle, and release julia software
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SeaPearl.jl168Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.
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Omega.jl162Causal, Higher-Order, Probabilistic Programming
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GeophysicalFlows.jl153Geophysical fluid dynamics pseudospectral solvers with Julia and FourierFlows.jl.
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InvertibleNetworks.jl149A Julia framework for invertible neural networks
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Strided.jl147A Julia package for strided array views and efficient manipulations thereof
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MLJFlux.jl145Wrapping deep learning models from the package Flux.jl for use in the MLJ.jl toolbox
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