NaiveNASlib.jl VS NaiveGAflux.jl

Compare NaiveNASlib.jl vs NaiveGAflux.jl and see what are their differences.

NaiveNASlib.jl

Relentless mutation!! (by DrChainsaw)
Deep Learning Machine Learning neural-networks transfer-learning Morphisms architecture-search hyperparameter-optimization Mutation
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NaiveGAflux.jl

Evolve Flux networks from scratch! (by DrChainsaw)
Deep Learning Flux Machine Learning neural-networks architecture-search hyperparameter-optimization genetic-algorithm evolution-strategies
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NaiveNASlib.jl NaiveGAflux.jl
1 2
17 41
- -
6.7 7.3
4 months ago 4 months ago
Julia Julia
MIT License MIT License
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NaiveNASlib.jl

Posts with mentions or reviews of NaiveNASlib.jl. We have used some of these posts to build our list of alternatives and similar projects.

NaiveGAflux.jl

Posts with mentions or reviews of NaiveGAflux.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-08.
  • Neural Architecture Search (NAS) [D]
    2 projects | /r/MachineLearning | 8 Jan 2022
    Fwiw (and shameless plug disclaimer), I made a library for easily toying around with evolution based NAS. It uses mixed integer programming to align the neurons (e.g. when resizing a layer) which it gives much higher degrees of freedom over what architectures one can allow in the search space over anything else I have seen: https://github.com/DrChainsaw/NaiveGAflux.jl
  • [P] NAS repos
    1 project | /r/MachineLearning | 26 Mar 2021
    Maybe not exactly what you are looking for, but: https://github.com/DrChainsaw/NaiveGAflux.jl

What are some alternatives?

When comparing NaiveNASlib.jl and NaiveGAflux.jl you can also consider the following projects:

BetaML.jl - Beta Machine Learning Toolkit

Flux.jl - Relax! Flux is the ML library that doesn't make you tensor

autogluon - AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data [Moved to: https://github.com/autogluon/autogluon]

GeneticAlgorithmPython - Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

TorchGA - Train PyTorch Models using the Genetic Algorithm with PyGAD

Lux.jl - Explicitly Parameterized Neural Networks in Julia

AlphaZero.jl - A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

autogluon - Fast and Accurate ML in 3 Lines of Code

model-zoo - Please do not feed the models

NaiveNASlib.jl vs BetaML.jl NaiveGAflux.jl vs Flux.jl NaiveNASlib.jl vs autogluon NaiveGAflux.jl vs GeneticAlgorithmPython NaiveNASlib.jl vs Flux.jl NaiveGAflux.jl vs TorchGA NaiveNASlib.jl vs Lux.jl NaiveGAflux.jl vs AlphaZero.jl NaiveNASlib.jl vs autogluon NaiveGAflux.jl vs model-zoo