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Two Sigma

Predicting Stock Movements

The aim is to understand how machine learning models can explain the stock movements. I have also looked whether the news headline can improve the prediction of the models.

The dataset was downloaded from https://www.kaggle.com/c/two-sigma-financial-news/data

This repo includes:

Sample data

  • downloaded from the competition website

Project report

  • summary of the project, with results and discussion

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