Dependency Packages

Flux.jl2993Relax! Flux is the ML library that doesn't make you tensor

IJulia.jl2230Julia kernel for Jupyter

DifferentialEquations.jl1769Multilanguage suite for highperformance solvers of differential equations and scientific machine learning (SciML) components

Gadfly.jl1659Crafty statistical graphics for Julia.

Gen.jl1546A generalpurpose probabilistic programming system with programmable inference

JuMP.jl1442Modeling language for Mathematical Optimization (linear, mixedinteger, conic, semidefinite, nonlinear)

Knet.jl1273Koç University deep learning framework.

Plots.jl1267Powerful convenience for Julia visualizations and data analysis

Genie.jl1255The highly productive Julia web framework

Turing.jl1226Bayesian inference with probabilistic programming.

MLJ.jl1077A Julia machine learning framework

Zygote.jl978Intimate Affection Auditor

Makie.jl855High level plotting on the GPU.

AlphaZero.jl842A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

TensorFlow.jl831A Julia wrapper for TensorFlow

Optim.jl703Optimization functions for Julia

Distributions.jl687A Julia package for probability distributions and associated functions.

JuliaDB.jl672Parallel analytical database in pure Julia

DSGE.jl643Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

ModelingToolkit.jl632A modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physicsinformed machine learning and automated transformations of differential equations

Symbolics.jl564A fast and modern CAS for a fast and modern language.

DiffEqFlux.jl510Universal neural differential equations with O(1) backprop, GPUs, and stiff+nonstiff DE solvers, demonstrating scientific machine learning (SciML) and physicsinformed machine learning methods

ForwardDiff.jl496Forward Mode Automatic Differentiation for Julia

OhMyREPL.jl487Syntax highlighting and other enhancements for the Julia REPL

SciMLTutorials.jl452Tutorials for doing scientific machine learning (SciML) and highperformance differential equation solving with open source software.

DiffEqTutorials.jl452Tutorials for doing scientific machine learning (SciML) and highperformance differential equation solving with open source software.

CUDA.jl440CUDA programming in Julia.

Oceananigans.jl433🌊 Fast and friendly fluid dynamics on CPUs and GPUs

Convex.jl429A Julia package for disciplined convex programming

DynamicalSystems.jl414Award winning software library for nonlinear dynamics

GLM.jl376Generalized linear models in Julia

QuantEcon.jl375Julia implementation of QuantEcon routines

LoopVectorization.jl357Macro(s) for vectorizing loops.

POMDPs.jl356MDPs and POMDPs in Julia  An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

ApproxFun.jl355Julia package for function approximation

Catlab.jl340A framework for applied category theory in the Julia language

NeuralPDE.jl327PhysicsInformed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

NeuralNetDiffEq.jl327PhysicsInformed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

QuantumOptics.jl324Library for the numerical simulation of closed as well as open quantum systems.

Luxor.jl314Simple drawings using vector graphics; Cairo "for tourists!"
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