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What are popular machine learning libraries/tools for Bioinformatics?

I am looking for Python-based machine learning libraries and toolsets.

Please point to the resource so I can do some research.

machine learning

There are not "popular" resources for machine learning in Bioinformatics generally speaking. There are some to solve specific problems. I recommend you take the course Andrew Ng is giving in Coursera, to get a grasp on machine learning algorithms. Remember machine learning is a mean to an end, and you seem to me lacking the end.

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