DeepStock

링크:https://github.com/keon/deepstock

Technical experimentations to beat the stock market using deep learning.

1. Deep Learning Stock Prediction with Daily News Headline Analysis

   * An attempt to find the correlation between the daily news headlines and DJIA index.
   * More explained in this slide

2. Automated Trading Bot using Deep Learning

   * Predicting a company's stock price based only on the price history of the company.
   * Recurrent Neural Networks
   * Convolutional Neural Networks
   * Deep Q NetWorks
   * In-progress

3. Complex Analysis on Stock using Deep Learning

   * Take multiple features into account to predict the value of a company.
   * In-progress

4. Portfolio Management using Deep Learning

   * Planned

5. Macro Economics Analysis

   * Currency and Macro-Tracking-ETFs
   * Planned