Pau Cabaneros

Hi @IruNikZe thanks a lot for the fantastic explanation and it looks super promising! I will turn this issue into a branch and you can add your changes there!!

@IruNikZe I have assigned you to that issue, and this is the branch you can add your changes too :smile: :smile: 44-improve-airpls-and-arpls-performance-sparse-matrix-operations

Hi @MothNik I went through the branch, and it looks really good, very nice job, and also very well documented :smile: Super exciting to start testing it out. Also thanks...

@MothNik Just saw the PR, very exciting!! I have been checking the three functions with some of use-cases, and it is working really good, it is significantly faster, on the...

Hi Michael! Very cool that you have made some implementations of both functions 🤩 it will be very useful. So far, I have only started implementing the `scikit-learn` interface for...

Yes! absolutely, when we implement the API correctly we will be able to integrate with the CV module too 🤩. There is an example where I used a grid search...

@mdarmstr I have created a branch, we can start implementing there :nerd_face:

Hi Michael, No worries at all :smile:, there is not rush, I am also busy with other tasks at the moment! Most important is to make sure you have fun...

Hey @acmoudleysa! 🌟 Thanks a lot for bringing this up, and my sincere apologies for the delay in getting back to you! I'm thrilled to dive into this and explore...

Thank you! After some investigation, I've come to the conclusion that the most effective approach would be to validate the data during the fitting and transform process for each method....