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1. basketball_predict basketball_predict Public

   An automatized workflow scraping and predicting NBA basketball games outcomes based on machine learning methods.

   Python 2

2. Causal_Inference_via_DiD Causal_Inference_via_DiD Public

   Deep dive into causal inference via the Difference-in-Difference method including my contribution, which includes a replication and extension of the minimum wage paper of Card and Krueger 1994.

   R 1

3. Employment-Narratives Employment-Narratives Public

   Implemented a BERT based language model to analyze publics reception of labor market issues based on CNN articles text data.

   Python 1 1

4. Deep-Learning-for-Semiparametric-DiD-Estimation Deep-Learning-for-Semiparametric-DiD-Estimation Public

   A master thesis' code investigating deep learning as a first step estimator for difference-in-difference estimation. Implemented multiple Monte Carlo Simulations including typical machine learning …

   Jupyter Notebook 2