Open omidvarnia opened 1 year ago
@omidvarnia: @haotsung would like to start contributing to Julearn and this is an ideal first issue for him. Can you clarify what kind of example you were thinking of?
I think an example of how to perform feature selection using Julearn would be very helpful. Imagine we have a set of independent measures for some subjects (say, the behavioural measures in HCP) and would like to use LASSO to tell us which of them are contributing to a particular target (say, age). In other words, which subset of the behavioural measures can more accurately predict age. I was thinking of something like this to show the LASSO procedure (and not necessarily the HCP data and behavioral measures due to the hassle of their access, etc).
Is your feature request related to a problem? Please describe. No
Describe the solution you'd like An example of how to perform LASSO modelling using julearn and on a sample dataset. Sami has already showed me how to do it and I will need to add his code here.
Describe alternatives you've considered N/A
Do you have a sample code that implements this outside of julearn? Yes, but it is in MATLAB.
Additional context N/A