jevonchy / combine-signals-for-enhanced-alpha

Created a model for the S&P 500 and its constituent stocks using semi-structured market data. I ranked and selected stocks to construct a long/short portfolio based on the prediction results.

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Combined Signals for Enhanced-Alpha

Overview

Combined factors using the S&P 500 and constituent stocks by selecting a model for a large dataset that includes market data, fundamental data and some alternative data.

I validated my model to ensure there's no overfitting & ranked and selected stocks to construct a long/short portfolio based on the prediction results.

About

Created a model for the S&P 500 and its constituent stocks using semi-structured market data. I ranked and selected stocks to construct a long/short portfolio based on the prediction results.


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Language:Jupyter Notebook 94.1%Language:Python 5.9%