Documentation for optimizer #89
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…d types that are relevant for SympNets.
Implementation of BFGS optimizer
… and hopefully not needed.
Bfgs pr (second attempt)
…tion theorem and the sumersion theorem. The inverse function theorem file is essentially done whereas the existence and uniqueness theorem as well as the submersion theorem have not really been started. Also expaned on the basic notions of topology section and added my favourite reference.
…aGNI/GeometricMachineLearning.jl into documentation_for_optimizer
…aGNI/GeometricMachineLearning.jl into documentation_for_optimizer I've added pngs through github.com.
Now using urls for the image files
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Started writing documentation for the optimizer and also added files describing manifolds and theory necessary for them, for example basic topological concepts and the inverse function theorem.