DCoutts Blog

Blog of a digital geologist. Everything from core data to satellite data.

Leaky data in geoscience prediction

Plugging data leaks and gaining and appreciation for exploratory data analysis

I got my butt kicked by leaky data in my first real machine learning project. By fixing it I learned to think more critically at how machine learning models are structured.

Posted by Danny Thursday, April 22, 2021

Let's do the time warp again!

Mapping time series oil and gas production data using unsupervised classification

Time series/production data are very difficult to visualize. This project attempts to change that by using dynamic time warping to classify an entire pool's worth of production data into multiple type curves.

Posted by Danny Saturday, March 27, 2021

R libraries for geoscience

Trolling through CRAN finding all the geoscience related libraries

There is a great deal of fantastic geoscience-related code on CRAN that is a few keystrokes away. I did the hard part, look through 6000+ packages on CRAN. Now can do the fun part, use this code to do better geoscience!

Posted by Danny Sunday, February 28, 2021

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ABOUT ME
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Danny Coutts is interested in everything to do with geology, geospatial methods, rock climbing, and playing the mandolin.