Updates for Julia 0.7/1.0

Replace deprecated syntax and functions.

update

Update so that the README is current with the released version

API Updates

• pre_hook -> setup!
• iter_hook -> hook
• post_hook -> cleanup!
• make_learner -> strategy
• Add Verbose type. A LearningStrategy shouldn't print unless wrapped in Verbose.
• Make learn! work with any individual LearningStrategy
• Replace offline learn! loop with Offline iterator
• Other internal renaming

v0.1.0

remove incorrect post_hook for Converged

v0.0.1

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