There are a couple of functions in the notebook 35_FeaturesValidation (plasticc repo) that are useful to validate features/ visualize what happens when we perform a wavelet decomposition and a dimensionality reduction. I propose moving them to snmachine. Some are more appropriate for the file snfeatures and others to analysis.
The functions are not ready yet to be copied (their documentation is not good and they don't always follow the conventions) so this will take some work but I think it is worthy. The functions I am thinking to move (or create similar ones) are:
There are a couple of functions in the notebook
35_FeaturesValidation
(plasticc repo) that are useful to validate features/ visualize what happens when we perform a wavelet decomposition and a dimensionality reduction. I propose moving them tosnmachine
. Some are more appropriate for the filesnfeatures
and others toanalysis
.The functions are not ready yet to be copied (their documentation is not good and they don't always follow the conventions) so this will take some work but I think it is worthy. The functions I am thinking to move (or create similar ones) are:
return_to_full_wavelet_space
transform_wavelet_coeff_array_to_pd
transform_wavelets_into_real_space