- ComponentArrays.jl VS DiffEqBase.jl
- ComponentArrays.jl VS JuMP.jl
- ComponentArrays.jl VS RayTracer.jl
- ComponentArrays.jl VS ModelingToolkit.jl
- ComponentArrays.jl VS GeoStats.jl
- ComponentArrays.jl VS ControlSystems.jl
- ComponentArrays.jl VS DSGE.jl
- ComponentArrays.jl VS FunctionalCollections.jl
- ComponentArrays.jl VS julia
- ComponentArrays.jl VS DifferentialEquations.jl
ComponentArrays.jl Alternatives
Similar projects and alternatives to ComponentArrays.jl
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DiffEqBase.jl
The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems
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JuMP.jl
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
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InfluxDB
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DSGE.jl
Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)
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DifferentialEquations.jl
Multi-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.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better ComponentArrays.jl alternative or higher similarity.
ComponentArrays.jl reviews and mentions
Posts with mentions or reviews of ComponentArrays.jl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-10-15.
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Recursion absolutely necessary for distributed computing?
But for these to be as fast as say an Array when being used as the object in a differential equation solve or as the underlying construct of a nonlinear optimization, you would need the compiler to elide the struct construction which it doesn't always do. This is why the tools evolved to be around things like https://github.com/jonniedie/ComponentArrays.jl instead, where it's an Array-backed object with a higher level. Such immutable objects are used in these array-like contexts when the problems are small enough (FieldVectors or SLVector LabelledArrays.jl in DiffEq), and such applications work well in Haskell as well, but I haven't seen a compiler do well with say a 1,000 ODE model written in this style. And it's not quite an extreme case if it's what people are doing daily.
Stats
Basic ComponentArrays.jl repo stats
1
275
7.3
12 days ago
jonniedie/ComponentArrays.jl is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of ComponentArrays.jl is Julia.
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