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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