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I have a PhD in Mathematical Finance from EPFL and am now working as Data Scientist. My repos mainly include my research papers or lectures I have taught
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EPFL
- Lausanne
- www.linkedin.com/in/marc-aurèle-divernois
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tweet_sklearn
tweet_sklearn PublicNLP repo for our paper "StockTwits Classified Sentiment and Stock Returns". StockTwits data is available in the README.
Python 2
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firm-network
firm-network PublicSource code, data and plots for our paper "Analysis of Large Market Data Using Neural Networks: A Causal Approach"
Python 3
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stocktwits-download
stocktwits-download PublicSource codes to scrape tweets from the Stocktwits API and store as JSON. Preprocessing steps for NLP classification.
Python 2
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duan-replication
duan-replication PublicMATLAB codes to replicate Duan et al. 's paper "Multiperiod corporate default prediction—A forward intensity approach"
MATLAB 2
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forward-intensity
forward-intensity PublicSource codes and plots for my paper "A Deep Learning Approach to Estimate Forward Default Intensities"
Python 1
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