NaiveGAflux.jl VS TorchGA

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

NaiveGAflux.jl

Evolve Flux networks from scratch! (by DrChainsaw)
Deep Learning Flux Machine Learning neural-networks architecture-search hyperparameter-optimization genetic-algorithm evolution-strategies
Source Code
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TorchGA

Train PyTorch Models using the Genetic Algorithm with PyGAD (by ahmedfgad)
genetic-algorithm pygad Python neural-networks Cnn Torch Pytorch Deep Learning Machine Learning evolutionary-algorithms neuroscience
Source Code
pygad.readthedocs.io
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NaiveGAflux.jl TorchGA
2 3
41 86
- -
7.3 4.3
5 months ago 11 months ago
Julia Python
MIT License -
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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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

TorchGA

Posts with mentions or reviews of TorchGA. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-03-12.

What are some alternatives?

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

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

koila - Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.

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

de-torch - Minimal PyTorch Library for Differential Evolution

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

PySR - High-Performance Symbolic Regression in Python and Julia

model-zoo - Please do not feed the models

snntorch - Deep and online learning with spiking neural networks in Python

NaiveNASlib.jl - Relentless mutation!!

bittensor - Internet-scale Neural Networks

awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments

image-background-remove-tool - ✂️ Automated high-quality background removal framework for an image using neural networks. ✂️

NaiveGAflux.jl vs Flux.jl TorchGA vs koila NaiveGAflux.jl vs GeneticAlgorithmPython TorchGA vs de-torch NaiveGAflux.jl vs AlphaZero.jl TorchGA vs PySR NaiveGAflux.jl vs model-zoo TorchGA vs snntorch NaiveGAflux.jl vs NaiveNASlib.jl TorchGA vs bittensor TorchGA vs awesome-colab-notebooks TorchGA vs image-background-remove-tool