neuralfit
🦖 A fast & simple neuro-evolution library for Python (by neural-fit)
neataptic
:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js (by wagenaartje)
neuralfit | neataptic | |
---|---|---|
1 | 2 | |
16 | 1,172 | |
- | - | |
10.0 | 10.0 | |
about 1 year ago | almost 5 years ago | |
Python | JavaScript | |
- | GNU General Public License v3.0 or later |
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.
neuralfit
Posts with mentions or reviews of neuralfit.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-05.
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[P] NeuralFit now allows evolution of recurrent neural networks
Hi all! Some time ago I made a post about NeuralFit (https://github.com/neural-fit/neuralfit), which allows you to evolve neural networks with just a few lines of code.
neataptic
Posts with mentions or reviews of neataptic.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-05.
-
[P] NeuralFit now allows evolution of recurrent neural networks
I will work on some examples to show how well NeuralFit performs in unsupervised and multi-agent environments using a custom evaluation function. In the mean time, feel free to visit a similar open-source JavaScript project which already had plenty of these examples: https://github.com/wagenaartje/neataptic
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NeuralFit: evolve models and export to TF/Keras
Thanks for the feedback! I really hope I can make it open source in the future, but without financial incentives I can't sustain the research & development (this happened to a previous open-source project of mine, neataptic). I have added an extra FAQ based on your comment about GPU acceleration. If you have any other remarks feel free to let me know!
What are some alternatives?
When comparing neuralfit and neataptic you can also consider the following projects:
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
szabadfogasu-maszk - A face mask detection system using Tensorflow/Keras and OpenCV, for the "<19 Szabadfogású SzámÃtógép" competition in 2020.
ivy - The Unified AI Framework
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
GLOM-TensorFlow - An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data