TPOT: A Python tool for automating data science | Dr. Randal S. Olson
Published on May 09, 2016 by Dr. Randal S. Olson automation data science machine learning 8 min READ Machine learning is often touted as: A field of study that gives computers the ability to learn without being explicitly programmed. Despite this common claim, anyone who has worked in the field knows that designing effective machine learning systems is a tedious endeavor, and typically requires co
Computing the optimal road trip across the U.S. | Dr. Randal S. Olson
Published on March 09, 2015 by Dr. Randal S. Olson genetic algorithm machine learning optimization road trip traveling salesman problem 10 min READ Last week, Tracy Staedter proposed an interesting idea to me: Why not use the same algorithm from my Where's Waldo article to compute the optimal road trip across every state in the U.S.? Visiting every U.S. state has long been on my bucket list, so I
Here's Waldo: Computing the optimal search strategy for finding Waldo | Dr. Randal S. Olson
Published on February 03, 2015 by Dr. Randal S. Olson genetic algorithm machine learning optimization traveling salesman problem where's waldo 7 min READ As I found myself unexpectedly snowed in this weekend, I decided to take on a weekend project for fun. While searching for something to catch my fancy, I ran across an old Slate article claiming that they found a foolproof strategy for finding Wa
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