Add Ax Backend Support -- Hyperparameter Tuning

[ncilfone]

adding in Ax backend support. some refactors of Optuna backend due to overlapping functionality

[coveralls]

Pull Request Test Coverage Report for Build 1135920677

Warning: This coverage report may be inaccurate.

This pull request's base commit is no longer the HEAD commit of its target branch. This means it includes changes from outside the original pull request, including, potentially, unrelated coverage changes.

• For more information on this, see Tracking coverage changes with pull request builds.
• To avoid this issue with future PRs, see these Recommended CI Configurations.
• For a quick fix, rebase this PR at GitHub. Your next report should be accurate.

Details

• 131 of 140 (93.57%) changed or added relevant lines in 5 files are covered.
• No unchanged relevant lines lost coverage.
• Overall coverage increased (+0.5%) to 93.284%

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Changes Missing Coverage	Covered Lines	Changed/Added Lines	%
spock/addons/tune/ax.py	47	49	95.92%
spock/addons/tune/optuna.py	20	22	90.91%
spock/addons/tune/interface.py	39	44	88.64%

Totals
Change from base Build 1135663314:	0.5%
Covered Lines:	1375
Relevant Lines:	1474

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💛 - Coveralls