https://github.com/dsfsi/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.
https://github.com/dsfsi/za-bank-risk
african bank-risk dataset dsfsi-datasets finance machine-learning natural-language-processing nlp nlproc south-africa
Last synced: about 1 month ago
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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.
- Host: GitHub
- URL: https://github.com/dsfsi/za-bank-risk
- Owner: dsfsi
- License: cc-by-sa-4.0
- Created: 2021-04-16T10:48:10.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2023-10-26T07:24:06.000Z (over 1 year ago)
- Last Synced: 2025-01-21T11:17:26.253Z (3 months ago)
- Topics: african, bank-risk, dataset, dsfsi-datasets, finance, machine-learning, natural-language-processing, nlp, nlproc, south-africa
- Language: Jupyter Notebook
- Homepage:
- Size: 1.31 GB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
- Citation: CITATION.cff