Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (4.9%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: mohamed-services
- License: gpl-3.0
- Language: Python
- Default Branch: main
- Size: 375 KB
Statistics
- Stars: 3
- Watchers: 2
- Forks: 1
- Open Issues: 2
- Releases: 0
Metadata Files
README.md
Multidimensional neural networks
This is an open source project so anyone is more than welcome to clone it, improve upon it and send a pull request to update it.
the purpose of this paper is to help you create a full general purpose AI model that can be trained from scratch on a personal computer and scaled based on the user requirements.
The Multidimensional neural networks paper is on
https://github.com/mohamed-services/mnn/blob/main/paper.md
If you have any questions or recommendations on how to improve this architecture and willing to share it or make it open source, please contact me or send a pull request,
If you have any freelancing task or any task that needs to be outsourced please contact me,
You can email me on my personal email mohamed.sourcing@gmail.com
Owner
- Login: mohamed-services
- Kind: user
- Repositories: 1
- Profile: https://github.com/mohamed-services
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- given-names: "Mohamed"
family-names: "Ibrahim"
email: "mohamed.sourcing@gmail.com"
title: "Multidimensional Neural Networks"
version: 0.1.0
date-released: 2025-01-01
url: "https://github.com/mohamed-services/mnn"
repository-code: "https://github.com/mohamed-services/mnn"
abstract: >
This repository contains an implementation of Multidimensional Neural Networks (MNN),
a novel neural network architecture designed to process high-dimensional data more
efficiently than traditional approaches. By reshaping inputs into higher dimensions
and processing them along different axes, MNNs can potentially reduce computational
complexity while maintaining model expressiveness.
keywords:
- neural-networks
- deep-learning
- multidimensional
- tensorflow
- pytorch
license: GPL-3.0
references:
- type: article
authors:
- family-names: "Vaswani"
given-names: "Ashish"
- family-names: "Shazeer"
given-names: "Noam"
- family-names: "Parmar"
given-names: "Niki"
- family-names: "Uszkoreit"
given-names: "Jakob"
- family-names: "Jones"
given-names: "Llion"
- family-names: "Gomez"
given-names: "Aidan N."
- family-names: "Kaiser"
given-names: "Lukasz"
- family-names: "Polosukhin"
given-names: "Illia"
title: "Attention Is All You Need"
year: 2017
url: "https://arxiv.org/abs/1706.03762"
- type: article
authors:
- family-names: "Tolstikhin"
given-names: "Ilya"
- family-names: "Houlsby"
given-names: "Neil"
- family-names: "Kolesnikov"
given-names: "Alexander"
- family-names: "Beyer"
given-names: "Lucas"
- family-names: "Zhai"
given-names: "Xiaohua"
- family-names: "Unterthiner"
given-names: "Thomas"
- family-names: "Yung"
given-names: "Jessica"
- family-names: "Steiner"
given-names: "Andreas"
- family-names: "Keysers"
given-names: "Daniel"
- family-names: "Uszkoreit"
given-names: "Jakob"
- family-names: "Lucic"
given-names: "Mario"
- family-names: "Dosovitskiy"
given-names: "Alexey"
title: "MLP-Mixer: An all-MLP Architecture for Vision"
year: 2021
url: "https://arxiv.org/abs/2105.01601"
GitHub Events
Total
- Issues event: 1
- Watch event: 3
- Push event: 80
Last Year
- Issues event: 1
- Watch event: 3
- Push event: 80