/prediciting-binary-options

Predicting forex binary options using time series data and machine learning

Primary LanguageJupyter Notebook

Predicting forex binary options using time series data and machine learning

Here we'll get past forex data and apply a model to predict if the market will close red or green in the following timestamps.

I want to credit @hayatoy with the project ml-forex-prediction under the MIT License. I was inspired to use a Gradient Boosting Classifier by this project, which was implemented using Python 2 and Yahoo Finance.

About the data

  • The csv files were extracted from Dukascopy.
  • The forex that we try to predict here is USD/CAD.
  • All datetime indexes are in GMT.

About installation

To run this project, you'll need the following enviroments and libraries:

  • Python 3.X
  • Jupyter Notebook
  • Numpy
  • Pandas
  • Scipy
  • Sklearn
  • Matplotlib