Improvements needed for tmle #86
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A few small extensions/fixes necessary to support tmle:
Custom_chainwraps learners and overrides the defaultchainmethods of those learners. Added a new test of this featureLrnr_optimdoes numerical optimization suitable for fitting a tmle fluctuation.Lrnr_solnpdid not seem to work well here.Lrnr_solnpextensions that add flexibilityLrnr_glm_fast. Also, an option to disable intercepts.