How Good Is Julia for AI, Machine Learning, And Simulations?

This page summarizes the projects mentioned and recommended in the original post on /r/Julia

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  • OrbitalTrajectories.jl

    OrbitalTrajectories.jl is a modern orbital trajectory design, optimisation, and analysis library for Julia, providing methods and tools for designing spacecraft orbits and transfers via high-performance simulations of astrodynamical models.

  • https://github.com/dpad/OrbitalTrajectories.jl (and video)

  • NBodySimulator.jl

    A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • SatelliteToolbox.jl

    A toolbox for satellite analysis written in julia language.

  • If it's for near-earth orbits, I know the Brazilian Space Agency uses https://github.com/JuliaSpace/SatelliteToolbox.jl + DiffEq for the satellite simulations.

  • Astrodynamics.jl

    Discontinued A Fresh Approach to Astrodynamics

  • And I don't know the current state of https://github.com/JuliaSpace/Astrodynamics.jl but I know it was pretty promising. I know it's updated in source but someone needs to bug Helge to finally put up docs. But I did look through some of the dynamics components before and they looked to be doing it all right.

  • AstroDynPropagators.jl

    Discontinued Trajectory Propagators for Astrodynamics.jl

  • And I don't know the current state of https://github.com/JuliaSpace/Astrodynamics.jl but I know it was pretty promising. I know it's updated in source but someone needs to bug Helge to finally put up docs. But I did look through some of the dynamics components before and they looked to be doing it all right.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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