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

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