Data Science for Social Impact Research Group @ University of Pretoria

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50 repositories

za-mavito
Public
DSFSI South African Terminlogy Lists and Lexicon Project
machine-learning natural-language-processing terminology terminologies south-africa nlproc human-language-technologies dsfsi-datasets
HTML
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Other
•0•2•0•0•Updated Nov 1, 2024Nov 1, 2024
flores-fix-4-africa
Public
Python
•0•0•0•0•Updated Oct 5, 2024Oct 5, 2024
za-lid
Public
This repository contains datasets extracted from Vuk'zenzele prepared to train N-gram models, and traditional ML models (Naive Bases, SVM, and Logistic Regression), and Large pretrained multilingual models for language identification
Jupyter Notebook
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Other
•0•0•0•0•Updated Sep 29, 2024Sep 29, 2024
Higher_Education_EDA
Public
This is an EDA Git for education researchers and practitioners
dsfsi-datasets
Jupyter Notebook
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Apache License 2.0
•1•3•0•0•Updated Sep 16, 2024Sep 16, 2024
dsfsi-datasets
Public
Datasets made available for different small projects
Jupyter Notebook
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MIT License
•2•2•0•0•Updated Sep 1, 2024Sep 1, 2024
deadlines
Public
⏰ AI/ML/DS conference/workshop/event deadlines on the African continent
HTML
•969•18•0•1•Updated Aug 15, 2024Aug 15, 2024
absa-masterclass-hands-on
Public
Jupyter Notebook
•1•0•0•0•Updated Jul 29, 2024Jul 29, 2024
datacommonsorg-data
Public
HTML
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Apache License 2.0
•112•0•0•0•Updated Jul 22, 2024Jul 22, 2024
thapelo-sindane-msc-public
Public
Public Repository containing msc code
Jupyter Notebook
•0•0•0•0•Updated Jul 19, 2024Jul 19, 2024
dsfsi-lid
Public
Language Identification For South African languages
Jupyter Notebook
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Other
•1•0•1•0•Updated Jun 15, 2024Jun 15, 2024
gov-za-multilingual
Public
The data set contains cabinet statements from the South African government. Data was scraped from the governments website: https://www.gov.za/cabinet-statements
language machine-learning corpus dataset south-africa nlproc africanlp africannlp african-language-data-liberation-front dsfsi-datasets
Jupyter Notebook
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MIT License
•0•4•0•0•Updated May 10, 2024May 10, 2024
simcse
Public
0•0•0•0•Updated Apr 29, 2024Apr 29, 2024
zabantu-beta
Public
ZaBantu is a fleet of light-weight Masked Language Models for Southern Bantu Languages
nlp zulu tshivenda low-resource-languages roberta sotho xlm-roberta tsonga
Python
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Other
•0•1•0•0•Updated Apr 15, 2024Apr 15, 2024
academic-project-page-template
Public template
A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/
JavaScript
•310•0•0•0•Updated Apr 2, 2024Apr 2, 2024
.github
Public
0•0•0•0•Updated Mar 21, 2024Mar 21, 2024
textaugment
Public
TextAugment: Text Augmentation Library
wordnet hacktoberfest synonym augmentation mixup augmentation-methods low-resouce-language nlp-augmentation nlp natural-language-processing
Python
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MIT License
•60•399•5•5•Updated Feb 20, 2024Feb 20, 2024
bibtextomd
Public
Convert BibTeX entries to formatted Markdown
Python
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MIT License
•12•0•1•1•Updated Dec 9, 2023Dec 9, 2023
vukuzenzele-nlp
Public
The dataset contains editions from the South African government magazine Vuk'uzenzele. Data was scraped from PDFs that have been placed in the data/raw folder. The PDFS were obtained from the Vuk'uzenzele website.
language dataset african-languages south-africa nlproc africanlp africannlp aldlf african-language-data-liberation-front dsfsi-datasets
Jupyter Notebook
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MIT License
•5•6•3•0•Updated Dec 6, 2023Dec 6, 2023
covid19za
Public
Coronavirus COVID-19 (2019-nCoV) Data Repository and Dashboard for South Africa
data-science dashboard doi health dataset south-africa doh nicd coronavirus covid-19
Jupyter Notebook
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MIT License
•200•255•38•5•Updated Dec 6, 2023Dec 6, 2023
PuoBERTa
Public
A Roberta-based language model specially designed for Setswana, using the new PuoData dataset.
african-languages nlproc tsn tn setswana africannlp dsfsi-datasets
Makefile
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Other
•0•4•0•0•Updated Dec 4, 2023Dec 4, 2023
cos802
Public
Defense against the dark text arts
SCSS
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MIT License
•0•0•0•0•Updated Nov 8, 2023Nov 8, 2023
gov-za-sona-multilingual
Public
dsfsi-datasets
Python
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Other
•0•1•4•0•Updated Nov 6, 2023Nov 6, 2023
edu-assessment-llm-prompt
Public
Educational Assesement using LLMs
south-africa large-language-models llm dsfsi-datasets educational-assessment
Python
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Other
•1•0•0•0•Updated Nov 6, 2023Nov 6, 2023
datacommonsorg-schema
Public
Apache License 2.0
•26•0•0•0•Updated Oct 31, 2023Oct 31, 2023
za-fake-news-2020
Public
Dataset of South African Disinformation [Fake News] Website Data collected in 2020
south-africa misinformation disinformation dsfsi-datasets
MIT License
•3•0•0•0•Updated Oct 26, 2023Oct 26, 2023
healthfacilitymap
Public
South African Health Facility map. Created to aid in covid19za responses
map south-africa covid-19 health-facility covid19za dsfsi-datasets
JavaScript
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MIT License
•2•0•1•0•Updated Oct 26, 2023Oct 26, 2023
dlindaba-2019-uber
Public
UBER Rider Rating Data from the DLIndaba 2019
dsfsi-datasets
MIT License
•0•0•0•0•Updated Oct 26, 2023Oct 26, 2023
izindaba-zesizulu
Public
Categorised isiZulu News. Source data is the isiZulu news from the SABC social media posts.
isizulu africanlp dsfsi-datasets
0•1•0•0•Updated Oct 26, 2023Oct 26, 2023
StatsSA-Language
Public
StatsSA statistical language glossary in machine-readable format
language dataset south-africa statiscs statssa-language dsfsi-datasets
Jupyter Notebook
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MIT License
•2•0•0•0•Updated Oct 26, 2023Oct 26, 2023
embedding-eval-data
Public
Embedding Evaluation Data for South African Languages
nlp machine-learning africa south-africa nlproc low-resource-languages dsfsi-datasets
0•1•0•0•Updated Oct 26, 2023Oct 26, 2023