Generating single sample CSV from DEERNet example

[MichaelLantz]

Fixes mindsdb/lightwood#673

Please describe what changes you made, in as much detail as possible

• Sample using DEERNet code and sample data from Spinach 2.6 (https://spindynamics.org/documents/spinach_2_6_5625.zip) from data sources mentioned in original issue

benchmarks

[MichaelLantz]

Hi @George3d6,

I think the heavy lifting in getting all the different arrays split into corresponding groups has been done. I want to get the data in your hands since I have less experience with benchmarks. I think the output from the Resampling CSV is what you're looking for.

If you want to get a sense of what's was involved to get from the XML in the physics library to the CSV, the zipped xlsx file has embedded Power Query transformations to split data from the output structure (referenced in doc) the physics library provided into 3 separate chunks with different amounts of rows (Input Axis and Trace, Rsampling, and Distance). Due to the resampling done from the DEERNet library inserting additional rows based on the data training parameters I wasn't able to get all of the output from Matlab in a single CSV. That being said the xlsx can output the remaining 2 chunks (original input and distance) if necessary.

[George3d6]

I will be merging this soon~ish when I get time, thanks a lot :)

[MichaelLantz]

My pleasure thanks for the challenge. Definitely more tricky than I originally anticipated...In a good way. 👍