Biosynthetic gene cluster mining has emerged as a cornerstone of modern natural product discovery, harnessing advances in genome sequencing, bioinformatics and machine learning to reveal the vast ...
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Clustering non-numeric -- or categorial -- data is surprisingly difficult, but it's explained here by resident data scientist Dr. James McCaffrey of Microsoft Research, who provides all the code you ...
Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on technique for visualizing and clustering data. A self-organizing map (SOM) is a data structure that can be used ...
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