#A Machine Learning Approach to Facies Classification Using Well Logs #

This repository contains the code we developed to solve the facies classification problem described at https://github.com/seg/2016-ml-contest. The python notebook showing the achieved results can be visualized also following this link.

Requirements

python2.7 with packages:

• numpy
• scipy
• sklearn

##Disclaimer notice ## Users agree to the following restrictions on the utilization of this code:

• Redistribution: This code, in whole or in part, will not be further distributed, published, copied, or disseminated in any way or form whatsoever, whether for profit or not.
• Modification and Commercial Use: This code, in whole or in part, may not be modified or used for commercial purposes, without a formal agreement with the authors of the considered code.
• Citation: All documents and papers that report on activities that exploit this code must acknowledge its use by including an appropriate citation to the related publications.
• Indemnification: The authors are not responsible for any and all losses, expenses, damages, resulting from the use of this code.