Search Results for "structs"

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Showing 4 open source projects for "structs"

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1

Setfield.jl

Update deeply nested immutable structs

Update deeply nested immutable structs. We plan to maintain Setfield.jl for a long time. We will however not add new features.

Downloads: 0 This Week

Last Update: 2025-04-26
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2

Parameters.jl

Types w/ default field values, keyword constructors, (un-)pack macros

This is a package I use to handle numerical-model parameters, thus the name. However, it should be useful otherwise too.

Downloads: 0 This Week

Last Update: 2026-06-04
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3

Zygote

21st century AD

Zygote provides source-to-source automatic differentiation (AD) in Julia, and is the next-gen AD system for the Flux differentiable programming framework. For more details and benchmarks of Zygote's technique, see our paper. You may want to check out Flux for more interesting examples of Zygote usage; the documentation here focuses on internals and advanced AD usage.

Downloads: 1 This Week

Last Update: 6 days ago
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4

Functors.jl

Parameterise all the things

Functors.jl provides tools to express a powerful design pattern for dealing with large/ nested structures, as in machine learning and optimization. For large machine learning models, it can be cumbersome or inefficient to work with parameters as one big, flat vector, and structs help manage complexity; but it is also desirable to easily operate over all parameters at once, e.g. for changing precision or applying an optimizer update step.

Downloads: 0 This Week

Last Update: 2024-11-28
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