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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 8 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 4 1

3. 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

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 2

5. TelescopeReinforcementLearning TelescopeReinforcementLearning Public

   This repository offers tools for training offline reinforcement learning (RL) models to enhance Adaptive Optics (AO) in astronomy, using the Soft Actor Critic (SAC) method and ensemble approaches. …

   Jupyter Notebook

6. DonorsChoose DonorsChoose Public

   This project built a recommender system for DonorsChoose.org using Kaggle data. It involved preprocessing, setting up data structures, and implementing two models. Optimal parameters were found usi…

   Jupyter Notebook