Dependency Packages
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Genie.jl2247🧞The highly productive Julia web framework
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Turing.jl2026Bayesian inference with probabilistic programming.
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MLJ.jl1779A Julia machine learning framework
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DataFrames.jl1725In-memory tabular data in Julia
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Knet.jl1427Koç University deep learning framework.
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UnicodePlots.jl1421Unicode-based scientific plotting for working in the terminal
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ModelingToolkit.jl1410An 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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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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NeuralPDE.jl966Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
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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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DynamicalSystems.jl834Award winning software library for nonlinear dynamics and nonlinear timeseries analysis
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OhMyREPL.jl767Syntax highlighting and other enhancements for the Julia REPL
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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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Catlab.jl606A framework for applied category theory in the Julia language
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FastAI.jl589Repository of best practices for deep learning in Julia, inspired by fastai
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JuliaFormatter.jl569An opinionated code formatter for Julia. Plot twist - the opinion is your own.
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ScikitLearn.jl546Julia implementation of the scikit-learn API https://cstjean.github.io/ScikitLearn.jl/dev/
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QuantumOptics.jl528Library for the numerical simulation of closed as well as open quantum systems.
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Transformers.jl521Julia Implementation of Transformer models
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ITensors.jl521A Julia library for efficient tensor computations and tensor network calculations
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Tidier.jl513Meta-package for data analysis in Julia, modeled after the R tidyverse.
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GeoStats.jl506An extensible framework for geospatial data science and geostatistical modeling fully written in Julia
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DataFramesMeta.jl479Metaprogramming tools for DataFrames
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Debugger.jl468Julia debugger
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DiffEqBiological.jl455Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.
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Catalyst.jl455Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.
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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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DataDrivenDiffEq.jl405Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization
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PrettyTables.jl403Print data in formatted tables.
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Molly.jl389Molecular simulation in Julia
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StatisticalRethinking.jl386Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.
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LanguageServer.jl361An implementation of the Microsoft Language Server Protocol for the Julia language.
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AutoMLPipeline.jl355A package that makes it trivial to create and evaluate machine learning pipeline architectures.
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TimeSeries.jl353Time series toolkit for Julia
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