Contribute to the Julia Ecosystem during Hacktoberfest 2021
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https://julialang.org/hacktoberfest/
Download
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/downloads/
Documentation
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Community
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Research
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Sponsor
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https://github.com/sponsors/julialang
Download
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Documentation
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https://docs.julialang.org
Star
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https://github.com/JuliaLang/julia
high performance
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/benchmarks/
multiple platforms
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/downloads/#currently_supported_platforms
dynamically typed
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https://docs.julialang.org/en/v1/manual/types/
interactive
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https://docs.julialang.org/en/v1/stdlib/REPL/
Reproducible environments
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pre-built binaries
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multiple dispatch
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functional
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https://docs.julialang.org/en/v1/manual/functions/
Unreasonable Effectiveness of Multiple Dispatch
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https://www.youtube.com/watch?v=kc9HwsxE1OY
asynchronous I/O
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https://docs.julialang.org/en/v1/manual/networking-and-streams/
metaprogramming
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https://docs.julialang.org/en/v1/manual/metaprogramming/
debugging
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https://github.com/JuliaDebug/Debugger.jl
logging
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profiling
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package manager
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Applications and Microservices
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https://www.youtube.com/watch?v=uLhXgt_gKJc
MIT license
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https://github.com/JuliaLang/julia/blob/master/LICENSE.md
source code
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https://github.com/JuliaLang/julia
See Julia Code Examples
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/learning/code-examples/
Try Julia In Your Browser
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/learning/tryjulia
Visualization
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General Purpose
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#tab-general
Data Science
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#tab-ds
Machine Learning
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#tab-math
Scientific Domains
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Parallel Computing
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#tab-computing
Dash.jl
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https://github.com/plotly/Dash.jl
QML.jl
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https://github.com/barche/QML.jl
GTK.jl
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https://github.com/JuliaGraphics/Gtk.jl
a variety of databases
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https://juliadatabases.org
PackageCompiler
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https://github.com/JuliaLang/PackageCompiler.jl
HTTP.jl
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https://github.com/JuliaWeb/HTTP.jl
managing other processes
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https://docs.julialang.org/en/v1/manual/running-external-programs/
C, Fortran
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C++
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https://github.com/JuliaInterop/CxxWrap.jl
Python
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https://github.com/JuliaPy/PyCall.jl
R
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https://github.com/JuliaInterop/RCall.jl
Java
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https://github.com/JuliaInterop/JavaCall.jl
embedding API
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https://docs.julialang.org/en/v1/manual/embedding/
PyJulia
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https://github.com/JuliaPy/pyjulia
R"s JuliaCall
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https://cran.r-project.org/web/packages/JuliaCall/index.html
calling MixedModels.jl from R
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https://rpubs.com/dmbates/377897
instruction level parallelism
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https://github.com/chriselrod/LoopVectorization.jl
multi-threading
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https://docs.julialang.org/en/v1/manual/multi-threading/
GPU computing
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https://juliagpu.org
distributed computing
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https://docs.julialang.org/en/v1/manual/distributed-computing/
Celeste.jl
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https://github.com/jeff-regier/Celeste.jl
achieved 1.5 PetaFLOP/s
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https://arxiv.org/pdf/1801.10277.pdf
Cori supercomputer at NERSC
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https://cs.lbl.gov/news-media/news/2016/celeste-enhancements-create-new-opportunities-in-sky-surveys/
GPUs
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https://juliagpu.org
DistributedArrays.jl
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https://github.com/JuliaParallel/DistributedArrays.jl
Dagger.jl
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https://github.com/JuliaParallel/Dagger.jl
Elemental.jl
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https://github.com/JuliaParallel/Elemental.jl
TSVD.jl
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https://github.com/JuliaLinearAlgebra/TSVD.jl
MPI.jl
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https://github.com/JuliaParallel/MPI.jl
MLJ.jl
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https://github.com/alan-turing-institute/MLJ.jl
generalized linear models
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https://github.com/JuliaStats/GLM.jl
decision trees
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https://github.com/dmlc/XGBoost.jl
clustering
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https://github.com/JuliaStats/Clustering.jl
Flux.jl
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https://github.com/FluxML/Flux.jl
Knet.jl
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https://github.com/denizyuret/Knet.jl
Metalhead
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https://github.com/FluxML/Metalhead.jl
ObjectDetector
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https://github.com/r3tex/ObjectDetector.jl
TextAnalysis.jl
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https://github.com/JuliaText/TextAnalysis.jl
AlphaZero.jl
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https://github.com/jonathan-laurent/AlphaZero.jl
Turing.jl
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https://turing.ml
(DifferentialEquations.jl)
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https://github.com/SciML/DifferentialEquations.jl
JuMP.jl
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https://github.com/jump-dev/JuMP.jl
Optim.jl
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https://github.com/JuliaNLSolvers/Optim.jl
(IterativeSolvers.jl)
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https://github.com/JuliaMath/IterativeSolvers.jl
(AbstractFFTs.jl)
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https://github.com/JuliaMath/AbstractFFTs.jl
Scientific Machine Learning
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https://sciml.ai
Quantum computing
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https://github.com/QuantumBFS/Yao.jl
(BioJulia)
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https://github.com/BioJulia
(JuMP Dev)
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https://jump.dev
(JuliaImages)
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https://juliaimages.github.io/latest/
(QuantumBFS)
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https://github.com/QuantumBFS
(JuliaDynamics)
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https://github.com/JuliaDynamics
(QuantEcon)
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https://github.com/QuantEcon
(JuliaAstro)
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https://juliaastro.github.io
(EcoJulia)
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https://github.com/EcoJulia
DataFrames.jl
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https://github.com/JuliaData/DataFrames.jl
CSV.jl
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https://github.com/JuliaData/CSV.jl
Arrow.jl
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https://github.com/JuliaData/Arrow.jl
OnlineStats.jl
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https://github.com/joshday/OnlineStats.jl
Queryverse
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https://www.queryverse.org/
JuliaGraphs
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https://juliagraphs.github.io
JDBC.jl
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https://github.com/JuliaDatabases/JDBC.jl
ODBC.jl
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https://github.com/JuliaDatabases/ODBC.jl
Spark.jl
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https://github.com/dfdx/Spark.jl
Plots.jl
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https://github.com/JuliaPlots/Plots.jl
backends
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https://docs.juliaplots.org/latest/backends/
GR.jl
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https://github.com/jheinen/GR.jl
PyPlot.jl
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https://github.com/JuliaPy/PyPlot.jl
PlotlyJS.jl
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https://github.com/JuliaPlots/PlotlyJS.jl
Makie.jl
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https://github.com/JuliaPlots/Makie.jl
Gadfly.jl
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https://github.com/GiovineItalia/Gadfly.jl
VegaLite.jl
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https://github.com/queryverse/VegaLite.jl
Vega-Lite
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https://vega.github.io/vega-lite/
UnicodePlots.jl
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https://github.com/Evizero/UnicodePlots.jl
Julia Channel on YouTube
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JuliaCon 2021 videos
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https://www.youtube.com/embed/videoseries?list=PLP8iPy9hna6Tl2UHTrm4jnIYrLkIcAROR
Packages
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/packages/
over 5,000 Julia packages
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https://juliahub.com/ui/Packages
Python
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https://github.com/JuliaPy/PyCall.jl
R
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https://github.com/JuliaInterop/RCall.jl
C/Fortran
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https://docs.julialang.org/en/v1/manual/calling-c-and-fortran-code/#Calling-C-and-Fortran-Code-1
C++
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https://github.com/Keno/Cxx.jl
Java
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https://github.com/JuliaInterop/JavaCall.jl
Discourse
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https://discourse.julialang.org
contribute one
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https://julialang.github.io/Pkg.jl/v1/
JuliaHub: Package Search
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https://juliahub.com/ui/Packages
JuliaPackages: Trending
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https://juliapackages.com/trending
Composability in Julia: Implementing Deep Equilibrium Models via Neural ODEs
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/blog/2021/10/DEQ/
Julia User & Developer Survey 2021
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/blog/2021/08/julia-user-developer-survey/
JuliaCon 2021 Highlights
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/blog/2021/08/juliacon-highlights/
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https://discourse.julialang.org/
Discourse
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https://discourse.julialang.org/
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https://github.com/JuliaLang/julia
Source code
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https://github.com/JuliaLang/julia
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https://julialang.org/slack/
Slack
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Zulip
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#JuliaLang
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YouTube
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LinkedIn
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Twitch
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VS Code Extension
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Jupyter kernel
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https://github.com/JuliaLang/IJulia.jl
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https://github.com/fonsp/Pluto.jl
Simple reactive notebooks
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https://github.com/JuliaEditorSupport/julia-vim
Vim plugin
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https://github.com/JuliaEditorSupport/julia-vim
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Emacs plugin
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https://github.com/JuliaEditorSupport/julia-NotepadPlusPlus
Notepad++
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https://github.com/JuliaEditorSupport/julia-NotepadPlusPlus
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https://github.com/JuliaDebug/Debugger.jl
Debugger.jl
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https://github.com/JuliaDebug/Debugger.jl
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https://docs.julialang.org/en/v1/manual/profile/
Profile (Stdlib)
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https://docs.julialang.org/en/v1/manual/profile/
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https://github.com/timholy/Revise.jl
Revise.jl
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https://github.com/timholy/Revise.jl
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https://juliagpu.org/
JuliaGPU
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https://juliagpu.org/
Get Help
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Governance
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Publications
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Sponsors
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Downloads
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All Releases
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Source Code
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Current Stable Release
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Longterm Support Release
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PkgServer Status
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Documentation
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JuliaAcademy
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YouTube
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Getting Started
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FAQ
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Books
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Community
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Code of Conduct
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Diversity
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JuliaCon
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User/Developer Survey
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Shop Merchandise
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Contributing
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Issue Tracker
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Report a Security Issue
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Help Wanted Issues
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Good First Issue
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Dev Docs
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Franklin.jl
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Julia Programming Language
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Fastly
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contributors
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MIT license
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https://github.com/JuliaLang/www.julialang.org/blob/master/LICENSE.md
Sponsor
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https://github.com/sponsors/julialang