Science Score: 28.0%
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
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○.zenodo.json file
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○DOI references
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✓Academic publication links
Links to: arxiv.org -
○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 (6.9%) to scientific vocabulary
Repository
Makassar Smart City machine learning models.
Basic Info
- Host: GitHub
- Owner: news-vt
- Language: Jupyter Notebook
- Default Branch: main
- Size: 18.9 MB
Statistics
- Stars: 6
- Watchers: 2
- Forks: 1
- Open Issues: 0
- Releases: 1
Metadata Files
README.md
Transformer Networks for Smart Cities: Framework and Application to Makassar Smart Garden Alleys
Codebase for M.S. thesis research titled "Transformer Networks for Smart Cities: Framework and Application to Makassar Smart Garden Alleys".
Getting Started
This repository is organized as follows:
- jupyter - Jupyter notebooks for visualization.
- makassar_ml - Contains all custom layers and models.
Project Team
Citation
If you use the code in this repository for your research or publication, please cite the original thesis:
bibtex
@mastersthesis{DeRieux2022,
author = {Alexander C. DeRieux},
city = {Blacksburg},
institution = {Virginia Tech},
title = {{Transformer Networks for Smart Cities: Framework and Application to Makassar Smart Garden Alleys}},
url = {http://hdl.handle.net/10919/111788},
month = {8},
day = {12},
year = {2022},
}
We also have a presentation on Google Slides that is publicly available.
Owner
- Name: NEWS@VT
- Login: news-vt
- Kind: organization
- Website: https://www.netsciwis.com/
- Repositories: 4
- Profile: https://github.com/news-vt
Network sciEnce, Wireless, and Security laboratory at Virginia Tech (NEWS@VT)
Citation (CITATIONS.bib)
@mastersthesis{DeRieux2022,
author = {Alexander C. DeRieux},
city = {Blacksburg},
institution = {Virginia Tech},
title = {{Transformer Networks for Smart Cities: Framework and Application to Makassar Smart Garden Alleys}},
url = {http://hdl.handle.net/10919/111788},
month = {8},
day = {12},
year = {2022},
}
GitHub Events
Total
- Watch event: 1
Last Year
- Watch event: 1
Dependencies
- conda-build
- ipykernel
- jupyter
- matplotlib
- notebook
- pandas
- pytest
- pyyaml
- tensorflow
- tqdm
- Pillow ==9.0.1
- astor ==0.8.1
- astunparse ==1.6.3
- blinker ==1.4
- brotlipy ==0.7.0
- certifi ==2022.5.18.1
- entrypoints ==0.3
- fonttools ==4.25.0
- mkl-fft ==1.3.1
- mkl-service ==2.4.0
- munkres ==1.1.4
- pandas ==1.4.1
- protobuf ==3.19.1
- pyasn1-modules ==0.2.8
- pytz ==2020.1
- requests-oauthlib ==1.3.0
- sip ==4.19.13
- tensorboard-plugin-wit ==1.6.0
- termcolor ==1.1.0
- text-unidecode ==1.3
- webencodings ==0.5.1
- tensorflow/tensorflow latest