Lleaves

Add support for multiclass prediction.

Focus on performance improvements.
- Instruction cache blocking
- Agressive function inlining
- Proper native arch targeting
- Objective functions lowered into IR

Small models now run ~30% faster, large models ~300% faster.

Plus: code refactor for readability

- Enable builds on Windows

The initial open source release of `lleaves`.