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1. AnalysisOfMlModelDeploymentOptions AnalysisOfMlModelDeploymentOptions Public

   This paper compares Flask, FastAPI, and TorchServe for deploying PyTorch models. Flask is simple, FastAPI adds performance, and TorchServe is best for large-scale production. FastAPI is ideal for s…

   Python 9 3

2. DefaultProbabilityPredictions DefaultProbabilityPredictions Public

   This project predicts corporate default probability using sentiment analysis of annual reports and financial data from U.S. companies. Key steps included data preprocessing, textual analysis, featu…

   Python 6 1

3. Comparison_FinancialDataGeneration Comparison_FinancialDataGeneration Public

   The following repository contains the online appendix for the paper "Generative AI for Banks: Benchmarks and Algorithms for Synthetic Financial Transaction Data". It not only provides the python co…

   Python 3

4. VolatiltiyCalculations VolatiltiyCalculations Public

   This project, from the University of St. Gallen, explores volatility indices, focusing on VSTOXX and MSCI World calculations using Python, and volatility derivatives modeling with R. It includes to…

   R 4

5. FairDataScarcitySolutions FairDataScarcitySolutions Public

   This repository contains the online appendix for the paper "Not enough Data to be Fair? Evaluating Fairness Implications of Data Scarcity Solutions". It not only provides the python code for all ex…

   Python

6. SyntheticDataEcosystems SyntheticDataEcosystems Public

   The following repository contains the online appendix for the paper "FinDEx: A Synthetic Data Sharing Ecosystem". It not only provides the Python code for all experiments conducted in the different…

   Python