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Support automatic differentiation

Ashwin Nayak requested to merge add_autodiff into main

Ceres requires a templated costfunctor to compute automatic derivatives. However this requires the template type to permeate object hierarchy i.e. from SteadyCompressorSystem -> Network -> Pipe -> Operators. This MR is about implementing and verifying this.

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