awesome-julia-list
A collection of some awesome public Julia programming language projects.
https://github.com/coderonion/awesome-julia-list
Last synced: about 21 hours ago
JSON representation
-
Summary
- Julia - level, high-performance dynamic language for technical computing. [ julialang.org/](https://julialang.org/).
- Julia Documentation
- greister/Awesome-Julia - Julia?style=social"/> : A curated list of awesome julia libraries, softwares and tutorials.
- old-julia-codes/awesomeJulia - julia-codes/awesomeJulia?style=social"/> : awesome Julia.
- widged/awesome-julia-datasciences - julia-datasciences?style=social"/> : Resources about Julia for DataSciences / Machine Learning.
- JuliaCN
- JuliaCN/JuliaZH.jl
- JuliaCN/JuliaDataScience
-
Blogs
-
Machine Learning
- ITensor
- Flux
- AndreyGermanov/yolov8_onnx_julia
- IanButterworth/YOLO.jl
- TensorOperations.jl
- TensorKit.jl - scale tensor computations, with a hint of category theory.
- ObjectDetector.jl - pass object detection neural networks.
- MLJ - turing-institute/MLJ.jl?style=social"/> : A Machine Learning Framework for Julia. MLJ (Machine Learning in Julia) is a toolbox written in Julia providing a common interface and meta-algorithms for selecting, tuning, evaluating, composing and comparing about [200 machine learning models](https://alan-turing-institute.github.io/MLJ.jl/dev/model_browser/#Model-Browser) written in Julia and other languages.
-
Data Structure and Algorithm
-
Package Manager
-
GPU Computing
-
Scientific Computation
- DifferentialEquations.jl - 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. [docs.sciml.ai/DiffEqDocs/stable/](https://github.com/SciML/DifferentialEquations.jl)
- JuliaArrays/LazyArrays.jl
- EAGO - Advanced Global Optimization. EAGO is an open-source development environment for robust and global optimization in Julia.
- Makie.jl
- DataFrames.jl - memory tabular data in Julia. [dataframes.juliadata.org/stable/](https://dataframes.juliadata.org/stable/)
- ModelingToolkit.jl - informed machine learning and automated transformations of differential equations. [mtk.sciml.ai/dev/](https://docs.sciml.ai/ModelingToolkit/dev/)
- GenericLinearAlgebra.jl
- JuMP - dev/JuMP.jl?style=social"/> : Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear). [jump.dev/](https://jump.dev/)
- Plots.jl
-
Image and Video Processing
-
Performance Benchmark
- mdmaas/julia-numpy-fortran-test - numpy-fortran-test?style=social"/> : Comparing Julia vs Numpy vs Fortran for performance and code simplicity.
-
Web Framework
-
GUI
- JuliaGizmos/Blink.jl - based GUIs for Julia.
-
FFI Bindings
Programming Languages
Categories
Sub Categories
Keywords
julia
18
julia-language
5
optimization
4
machine-learning
3
gpu
2
plotting
2
visualization
2
python
2
dae
2
dde
2
delay-differential-equations
2
differential-equations
2
nonlinear-programming
2
ode
2
scientific-machine-learning
2
sciml
2
sde
2
algorithms
2
scientific
2
numerical
2
julialang
2
stochastic-differential-equations
2
computer-algebra
1
quine
1
neural-network
1
decision-making-under-uncertainty
1
equation-based
1
mvc
1
science
1
ordinary-differential-equations
1
pde
1
programming-language
1
low-code
1
full-stack
1
hpc
1
symbolic
1
symbolic-computation
1
symbolic-numerics
1
graphics
1
sorting
1
reinforcement-learning
1
data-science
1
deep-learning
1
flux
1
neural-networks
1
the-human-brain
1
interoperability
1
numpy
1
regression
1
dmrg
1