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  1. 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

  2. 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

  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. 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