Alex Jones

@ChrisRackauckas @shashi The functions are generated inside MTK with build_function, but are stored in a precompiled variable in PDESystemLibrary, Does symbolics also support passing cache and context down? What would...

@ChrisRackauckas @YichengDWu Ok, here is what I expect will work, I'd appreciate a review and perhaps a comment on how mixed deriv rules can be generated without being exhaustive. @YichengDWu...

This changes fundamentally a large part of the codebase, it will add a lot of complexity to do this, I'd rather keep them on different major versions instead

Try wrapping the rule in a chain before postwalk, and maybe also a vector would be my guess

In terms of network architectures, I have recently seen the SIREN NN which seems like it promises to solve a lot of the problems (low pass behaviour) of neural networks,...

@YichengDWu What is the state of completeness in Sophon, could it be a better basis to rebuild from?

The examples should represent best practices, the docs should be updated

I have changed everything in the callstack up to parse equation to use symbolics and have started on parse_equation, I can pivot to this style though

Put Plots and Revise in to your `v1.8` environment, and add `using Plots, Revise` to your juliarc

@vpuri3