# DeepStock

링크:https://github.com/keon/deepstock


Technical experimentations to beat the stock market using deep learning.

## Experimentations

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](http://www.slideshare.net/KeonKim/stock-prediction-using-nlp-and-deep-learning)

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