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  1. UASFRA-MS-KnowledgeGraph UASFRA-MS-KnowledgeGraph Public

    Python project to read and use ESG data from XBRL-files to construct a neo4j Knowledge-Graph to be enriched with external data (Wikidata, DBPedia). An OpenAI-attached chat bot is used to query the …

    HTML

  2. UASFRA-MS-MasterThesis UASFRA-MS-MasterThesis Public

    Master-Thesis project to extract named entities, resolved coreferences and topics of news article sentences to be stored in neo4j Knowledge Graph. Enriched with data from Wikidata, DPPedia data. Gr…

    Jupyter Notebook

  3. UASFRA-MS-LFD-FINETUNING-DEMO UASFRA-MS-LFD-FINETUNING-DEMO Public

    Part of M.Sc. Computer Science project. Demo Jupyter notebook/Python scripts to download a pretrained language model from huggingface and finetune it according to own topic domain and needs.

    Jupyter Notebook

  4. UASFRA-BS-BachelorThesis UASFRA-BS-BachelorThesis Public

    Python/Jupyter Notebook to my Bachelor-Thesis in Computer Science. Explains contributions of features that are not part of a Machine Learning model by using Transfer Learning and Shapley Values/SHAP.

    Jupyter Notebook

  5. UASFRA-MS-ProjektIntellSys UASFRA-MS-ProjektIntellSys Public

    M.Sc. Computer Science project in cooperation with www.right-basedonscience.de - Jupyter notebook/Python scripts to extract ESG related KPIs from PDF documents.

    Python

  6. NLP-CleanText NLP-CleanText Public

    Part of a larger NLP Machine Learning project. Python scripts to clean and preprocess raw, unprocessed and messy text that mostly use regular expressions (Python re package, Python 3.11).

    Python 1