Dependency Packages
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Pluto.jl4500🎈 Simple reactive notebooks for Julia
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DifferentialEquations.jl2503Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.
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Genie.jl2003🧞The highly productive Julia web framework
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JuMP.jl1956Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
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Turing.jl1807Bayesian inference with probabilistic programming.
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Plots.jl1710Powerful convenience for Julia visualizations and data analysis
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MLJ.jl1589A Julia machine learning framework
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Knet.jl1403Koç University deep learning framework.
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ModelingToolkit.jl1212An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
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Symbolics.jl1169A fast and modern CAS for a fast and modern language.
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AlphaZero.jl1131A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.
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TensorFlow.jl866A Julia wrapper for TensorFlow
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JuDoc.jl844(yet another) static site generator. Simple, customisable, fast, maths with KaTeX, code evaluation, optional pre-rendering, in Julia.
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Franklin.jl844(yet another) static site generator. Simple, customisable, fast, maths with KaTeX, code evaluation, optional pre-rendering, in Julia.
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DSGE.jl798Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)
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Oceananigans.jl781🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
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DiffEqFlux.jl771Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
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Javis.jl769Julia Animations and Visualizations
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JuliaDB.jl765Parallel analytical database in pure Julia
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OnlineStats.jl762⚡ Single-pass algorithms for statistics
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NeuralPDE.jl755Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
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NeuralNetDiffEq.jl755Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
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DynamicalSystems.jl725Award winning software library for nonlinear dynamics and nonlinear timeseries analysis
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DrWatson.jl720The perfect sidekick to your scientific inquiries
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SciMLTutorials.jl694Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
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DiffEqTutorials.jl694Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
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HTTP.jl592HTTP for Julia
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FastAI.jl557Repository of best practices for deep learning in Julia, inspired by fastai
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Agents.jl554Agent-based modeling framework in Julia
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Gridap.jl539Grid-based approximation of partial differential equations in Julia
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GalacticOptim.jl512Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
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Optimization.jl512Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
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Convex.jl510A Julia package for disciplined convex programming
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Interact.jl498Interactive widgets to play with your Julia code
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ApproxFun.jl486Julia package for function approximation
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QuantEcon.jl465Julia implementation of QuantEcon routines
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QuantumOptics.jl459Library for the numerical simulation of closed as well as open quantum systems.
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SymbolicUtils.jl454Expression rewriting and simplification
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Dash.jl437Dash for Julia - A Julia interface to the Dash ecosystem for creating analytic web applications in Julia. No JavaScript required.
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JLD2.jl436HDF5-compatible file format in pure Julia
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