Changes from 1.0.0-rc.2 to 1.0.0 (final)
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* Rename `balance` to `tradeoff`.
* Perform inference for all chunks by default.
* Compile package as module instead of shared.
* Fix bug regarding float comparison when tradeoff > 1/3
* Use default tradeoff value if invalid value passed.
* Move all example data to the new examples directory and improve it.