ICA

Motivation

In this notebook I will be implementing ICA method to resolve a signal to its constituent components. As a geophysicist it can be very interesting practice.

Usage example

This methodology can be used in seprating different components of a signal. An Example of this is presented in the following paper: http://www.earthdoc.org/publication/publicationdetails/?publication=95000

Requierments

The libraries used in this note put are:

1. numpy,
2. matplotlib,
3. wave
4. sklearn.decomposition
5. scipy.io

File structure

There is a data folder used in this study that contains input folder requiered to run the code and output folder contains the files that will be createed upon running the notebook.

References

1. Udacity Machine Learning Engineering course