Closed Datseris closed 2 years ago
Is anyone working on this? I am trying to implement this in Julia and add it to ChaosTools.jl
Ask around in the diff eq channel on Slack. There may be related implementations on uncovering the underlying equations. Isn't this what neural diff eq does, at least partly?
Perhaps it makes more sense to start a new package like EquationDiscovery.jl
See also this post: https://discourse.julialang.org/t/genetic-programming-for-predicting-equations-of-motion/8211 about 4 years ago we wanted to do a BSc thesis on this topic.
The first thing that I wanted to do was implement the code here: https://github.com/dynamicslab/pysindy in Julia. I'll ask around in the diffeq channel for some implementations, too.
Sounds good to me. When you have some kind of codebase implemented we can see whether this should go here or into a new package.
Perhaps I am late to the discussion, but If I am not wrong https://github.com/SciML/DataDrivenDiffEq.jl has implementations for SINDY and other DMD methods :D.
Yeap indeed. Closing this as there is now a dedicated Julia package for this kind of business.
Recent data analysis method : https://www.pnas.org/content/113/15/3932
Quoting the abstract:
Thankfully for us, there is a full Python implementation that is MIT licensed: https://github.com/dynamicslab/pysindy
(probably a good idea to start group these methods with other related concepts like DyCa and broomhead king )