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View Code? Open in Web Editor NEWCoinstac Code for Single-Shot Regression (ssr) on FreeSurfer Data
Coinstac Code for Single-Shot Regression (ssr) on FreeSurfer Data
The local stats in coinstac_drne_fsl and coinstac_msr_fsl look similar though
Need to handle this case.
It's also possible in X that the file names are duplicated but the other covariates or y files are not. Or, y is duplicated but the X info is not. I'll filter the unique rows/files and get the first occurrences and then take the intersection of X and y. Or to be safe, just remove all instances of the duplicated rows in both X and y and take it from there.
Especially a docstring for each function.
complete the partially written code in remote.py
input_list
is a dictionary.
To get all dict keys in a list try [site for site in input_list]
instead of using list()
.
If a file is empty it's corresponding X needs to be removed
Yes at this line- https://github.com/MRN-Code/coinstac_ssr_fsl/blob/master/parsers.py#L19
Write code to handle the aforementioned error:
https://github.com/MRN-Code/coinstac_ssr_fsl/blob/master/parsers.py#L21
Please refer to the following line of code https://github.com/MRN-Code/coinstac_ssr_fsl/blob/master/parsers.py#L25
do we have a default key in the compspec??
Referring to the line of code at https://github.com/MRN-Code/coinstac_ssr_fsl/blob/master/parsers.py#L59 what if y_files is empty? Although this case doesn't even make sense given how the UI is supposed to work, it might make sense to address this case from a code/error-handling standpoint.
The parameter args
is not being used in the function. Please remove it.
NaNs in the first column (file names) of X dataframe
Add a docstring and make the name follow PEP 8 (i.e., list_recursive
).
Also, I might want to understand the impact of the line X = X * 1.
I really need to work on the parser in great detail.
The problem with doing ridge estimation in this code is that although statsmodels fit_regularized() function can do ridge regression, it doesn't give p-values, t-values, sum-squared-of-errors.
In such a case we need to run a regression ignoring such examples
Talk to Ross about this.
Also refer to the same issue at trendscenter/coinstac-ssr-vbm#3
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