NaiveNASlib.jl
Relentless mutation!! (by DrChainsaw)
NaiveGAflux.jl
Evolve Flux networks from scratch! (by DrChainsaw)
NaiveNASlib.jl | NaiveGAflux.jl | |
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1 | 2 | |
17 | 41 | |
- | - | |
6.7 | 7.3 | |
4 months ago | 4 months ago | |
Julia | Julia | |
MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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.
-
[R] Python ML Library for defining highly granular network architectures?
I made this a while ago to experiment with neural architecture search: https://github.com/DrChainsaw/NaiveNASlib.jl
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]
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
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[P] NAS repos
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