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There aren't examples in NeuralNetDiffEq.jl project yet, only convergence tests. It would be great to write examples that show the usage of the capabilities of the package and add description and comment for code on how to works examples. It already has realized test cases for some of the equations. It can be taken these tests as a basis for example. For advanced, it may also be added new equations that haven't present in tests yet.

Please download and run the tests for the NeuralNetDiffEq.jl and then work closely with your mentor to decide which parts to document.