Projects

Projects

Scientific Software

Updated 6 months ago

Augmenty — Peer-reviewed • Rank 15.9 • Science 98%

Augmenty: A Python Library for Structured Text Augmentation - Published in JOSS (2024)

augmentation natural-language-processing nlp nlproc python spacy spacy-extension spacy-nlp text-augmentation text-classification training-data

Scientific Software · Peer-reviewed

Updated 6 months ago

za-bank-risk • Science 36%

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.

african bank-risk dataset dsfsi-datasets finance machine-learning natural-language-processing nlp nlproc south-africa

ecosyste.ms

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Open Source Science

Augmenty — Peer-reviewed • Rank 15.9 • Science 98%

za-bank-risk • Science 36%