Explore @dsfsi Open Source projects

Data Science for Social Impact Research Group @ University of Pretoria (@dsfsi)

dsfsi

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794
Global Org. Rank 17,942 (Top 6 %)
Registered almost 6 years ago
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53.3 %

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26.7 %

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6.7 %
Location 🇿🇦 South Africa
Country Total Rank 44
Country Ranking

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3

Makefile 9

Python
18

HTML
293

textaugment

TextAugment: Text Augmentation Library

covid19za

Coronavirus COVID-19 (2019-nCoV) Data Repository and Dashboard for South Africa

Jupyter Notebook

covid19africa

Africa open COVID-19 data working group

Jupyter Notebook

masakhane-web

Masakhane Web is a translation web application for solely African Languages.

Jupyter Notebook

PuoBERTa

A Roberta-based language model specially designed for Setswana, using the new PuoData dataset.

gov-za-multilingual

The data set contains cabinet statements from the South African government. Data was scraped from the governments website: https://www.gov.za/cabinet-statements

Jupyter Notebook

Higher_Education_EDA

This is an EDA Git for education researchers and practitioners

Jupyter Notebook

project-state-capture

Zondo Commission or State Capture Commission Transcripts

za-mavito

DSFSI South African Terminlogy Lists and Lexicon Project

dsfsi-datasets

Datasets made available for different small projects

Jupyter Notebook

PuoData

Curated corpora for Setswana. Used to train PuoBERTa.

za-bank-risk

This repository is an initial pipeline for reading, processing, labelling and classifying unstructured annual reports of South African (SA) banks with the aim of identifying financial risk. It leveraged work by the Corporate Financial Information Environment-Final Report Structure Extractor (CFIE–FRSE) of El-Haj et al. which created a corpus of annual reports of United Kingdom (UK) companies.

Jupyter Notebook

sa-parliament

South African Member Of Parliament Data

embedding-eval-data

Embedding Evaluation Data for South African Languages

2020-AMMI-salomon

Jupyter Notebook

dsfsi-dataset-template

zabantu-beta

ZaBantu is a fleet of light-weight Masked Language Models for Southern Bantu Languages

gov-za-sona-multilingual

izindaba-zesizulu

Categorised isiZulu News. Source data is the isiZulu news from the SABC social media posts.