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Questions regarding MultiTrain

Open BradKML opened this issue 1 year ago • 10 comments

What are the gains of MultiTrain compared to Nightly? The original LazyPredict is not getting any updates now https://github.com/nityansuman/lazypredict-nightly

BradKML avatar Oct 17 '24 05:10 BradKML

Hey there, MultiTrain comes with more features than LazyPredict. I'm currently rewriting it from the scratch and adding more features.

LOVE-DOCTOR avatar Feb 05 '25 22:02 LOVE-DOCTOR

@LOVE-DOCTOR love the work, we need more features like GPU acceleration, algorithmic acceleration, HPOs, and adding SOTA algorithms

BradKML avatar Feb 06 '25 02:02 BradKML

Would you like to work with me on the codebase to add these features you suggested? I'm currently doing it alone and I have my hands full.

I'm currently working on the v2-test branch and 'MultiTrain_2' folder.

LOVE-DOCTOR avatar Feb 06 '25 09:02 LOVE-DOCTOR

Do let me know if you'll be up for it

LOVE-DOCTOR avatar Feb 06 '25 09:02 LOVE-DOCTOR

I am thinking of both paper hoarding and using autocomplete to add old algos, would be part of the process. Another would be to use OpenML to eliminate blatantly subpar algorithms through AutoML. But a third thought would be to bring feature engineering to the picture. There are a lot to "Discussion"

BradKML avatar Feb 07 '25 01:02 BradKML

We can discuss this over a google meet call if you like.

I just pushed out version 1.0.2 today and it's available for installation and usage.

The package is now ready to be improved with many features.

LOVE-DOCTOR avatar Feb 07 '25 01:02 LOVE-DOCTOR

I meant a Discussion tab for this specific GitHub repo such that others can help out, but also I am open to calls

BradKML avatar Feb 07 '25 03:02 BradKML

Ah, got it.

I already added GPU acceleration and some other little features.

Will be pushing out a new version soon.

I need some help with proper documentation and articles to make this more popular.

LOVE-DOCTOR avatar Feb 09 '25 17:02 LOVE-DOCTOR

Can you think of any major library that has good documentation? Can use those as template for this repo

BradKML avatar Feb 11 '25 06:02 BradKML

Also side note for @LOVE-DOCTOR please take a look at https://github.com/nidhaloff/igel

BradKML avatar Feb 13 '25 06:02 BradKML