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Cleanup and improve documentation of trust region method, added doc a…
…nd unit tests Added documentation, doc and unit tests for TrustRegion, CauchyPoint, Dogleg and Steihaug. Whenever possible, users can provide initial gradients, hessians and parameter vectors. Any setter methods were renamed to `with_<previous_name>`.
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