Support automatic differentiation of program weights in Brush.
Goals:
- optimize arbitrary numbers of weights of arbitrary programs
- ability to optimize weights in programs that are only partially differentiable
- ability to recognize whether or not a weight can be optimized
- well tested and well-documented code
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