https://github.com/drchainsaw/naivenasflux.jl

Your local Flux surgeon
https://github.com/drchainsaw/naivenasflux.jl

architecture-search deep-learning flux hyperparameter-optimization machine-learning morphisms mutation neural-networks pruning transfer-learning

Last synced: about 1 month ago
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Your local Flux surgeon

• Host: GitHub
• URL: https://github.com/drchainsaw/naivenasflux.jl
• Owner: DrChainsaw
• License: mit
• Created: 2019-07-07T23:37:03.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2024-11-05T07:23:41.000Z (about 2 months ago)
• Last Synced: 2024-11-05T08:25:43.748Z (about 2 months ago)
• Topics: architecture-search, deep-learning, flux, hyperparameter-optimization, machine-learning, morphisms, mutation, neural-networks, pruning, transfer-learning
• Language: Julia
• Homepage:
• Size: 964 KB
• Stars: 24
• Watchers: 2
• Forks: 0
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# NaiveNASflux

[![](https://img.shields.io/badge/docs-stable-blue.svg)](https://DrChainsaw.github.io/NaiveNASflux.jl/stable)

[![](https://img.shields.io/badge/docs-dev-blue.svg)](https://DrChainsaw.github.io/NaiveNASflux.jl/dev)

[![Build status](https://github.com/DrChainsaw/NaiveNASflux.jl/workflows/CI/badge.svg?branch=master)](https://github.com/DrChainsaw/NaiveNASflux.jl/actions)

[![Build Status](https://ci.appveyor.com/api/projects/status/github/DrChainsaw/NaiveNASflux.jl?svg=true)](https://ci.appveyor.com/project/DrChainsaw/NaiveNASflux-jl)

[![Codecov](https://codecov.io/gh/DrChainsaw/NaiveNASflux.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/DrChainsaw/NaiveNASflux.jl)

NaiveNASflux uses [NaiveNASlib](https://github.com/DrChainsaw/NaiveNASlib.jl) to enable mutation operations of arbitrary [Flux](https://github.com/FluxML/Flux.jl) computation graphs. It is designed with Neural Architecture Search (NAS) in mind, but can be used for any purpose where doing changes to a model is desired.

Note that NaiveNASflux does not have any functionality to search for a model architecture. Check out [NaiveGAflux](https://github.com/DrChainsaw/NaiveGAflux.jl) for a simple proof of concept.  

## Basic Usage

```julia

]add NaiveNASflux

```

See [documentation](https://DrChainsaw.github.io/NaiveNASflux.jl/stable) for usage instructions.

## Contributing

All contributions are welcome. Please file an issue before creating a PR.