- The current install check is expensive since it runs various hyper param
permutations for all MADlib modules. This commits moves all of those
tests to dev-check, which can be used by developers for iterating
faster. We have now created watered down install-check for each module,
which just runs one  hyper-param combination for each MADlib function,
and does not do any asserts.
- This commit also includes changes in madpack to add a new madpack
  option for dev-check.

TODO:
- complete trimming install check for all modules.
- update documentation for developer consumption.

Co-authored-by: Arvind Sridhar <asridhar@pivotal.io>

Co-authored-by: Orhan Kislal <okislal@pivotal.io>

Address review comments.
Remove pmml install-check (keep the dev-check).

Co-authored-by: Arvind Sridhar <asridhar@pivotal.io>

Signed-off-by: Orhan Kislal <okislal@pivotal.io>

Signed-off-by: Arvind Sridhar <asridhar@pivotal.io>