cca_zoo

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Hi James, I am trying to run the DCCA on my datasets X and Y both continuous numerical entries: Dataset X is the independent set having 2 features x1 and...

vignesh294

Implement reordering function to assess feature significance?

7

In their [paper from 2018](https://www.nature.com/articles/s41467-018-05317-y#Sec9), Xia et a. implemented a method to match canonical variates from resampled data sets to the original data set in order to be able to...

JohannesWiesner

Add method to compute explained covariance

4

I know this is easy to compute, but still nice to have out-of-the-box: Wouldn't it make sense to also add a `compute_covariance` method to `_CCA_Base`? Like such: ```python def explained_variance(X,y,X_weights,y_weights):...

JohannesWiesner

Running CCA on GPU

11

Hi, is it possible to run a subsection of these versions of CCA on GPU? If so, would you please write down a short example?

fipelle

Add first version of permutation interence method in the model_selection module.

2

This is my first trial for this method (contributing to #124 ). The function is not working as expected yet, I think this is due to the way the correlation...

LegrandNico

nan in transformed matrix

4

Hi, I run basic CCA on some dataset, it works well, but sometimes I get nans at the final columns of now of the transformed matrices, for example: ``` basic_cca...

AdirRahamim

nice plotting functions?

3

Used to have these in the package and at some point removed them but now think they should be back

jameschapman19

Is averaged pairwise correlation the first principle to construct MCCA indices?

6

I have 3 data views and each have more than 10 variables. I use the MCCA function. I check the averaged pairwise correlation and explained covariance of constructed indices. The...

WantongLi123

Is the loss function calculated on the raw data?

22

Sorry to disturb you again; but I am confused while coding the training loop by myself, is the loss calculated on the input data and not on the latent representation...

Neel-132

The algorithm failed to converge because the input matrix is ill-conditioned or has too many repeated eigenvalues (error code: 1).

2

Everytime I try to run the Deep Multiset CCA, I come across this error "The algorithm failed to converge because the input matrix is ill-conditioned or has too many repeated...

Neel-132