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online-ml / chantilly

🍦 Deployment tool for online machine learning models
BSD 3-Clause "New" or "Revised" License
97 stars 17 forks source link

Migration from using creme to river 0.9.0 #22

Closed michhar closed 2 years ago

michhar commented 2 years ago

This PR has updated chantilly to the usage of river, the evolved version of creme.

It is updated across the entire project, hence a very large set of changes. Mainly, any reference to creme was simply changed to river and references to fit_one, changed to learn_one. Tests ran successfully and the changelog was updated. Please let me know if more updates are required or you have any comments. The docker-compose example will not work correctly until a new version of chantilly is release to PyPI, however.

Additionally, I want to thank you for this awesome project. I am working to deploy it using the docker-compose example to a VM in Azure and can add instructions at a later time. Best Regards, Micheleen

MaxHalford commented 2 years ago

Hey there! This is so cool! I haven't been maintaining Chantilly because I'm working on something else (not available yet), but it's really great to make this work. I'll send a new release to PyPI.

MaxHalford commented 2 years ago

I've published a new release @michhar.

By the way, feel free to get in touch as some point if you want to have a chat. I'd be curious to hear about how you're using Chantilly.

All the best!

michhar commented 2 years ago

I've published a new release @michhar.

By the way, feel free to get in touch as some point if you want to have a chat. I'd be curious to hear about how you're using Chantilly.

All the best!

Hi @MaxHalford , I'm glad this could be of use to the project. Thanks for publishing to PyPI! Yes, feel free to reach out on LinkedIn anytime. I'm mainly using River (the anomaly detection mainly and enjoying the tree-based regressors) and needed a good deployment mechanism so began playing with Chantilly and the docker-compose example which was very nice. Thanks again!

Best, Micheleen

MaxHalford commented 2 years ago

Your profile is closed to me on LinkedIn, I'm not cool enough :)

michhar commented 2 years ago

Your profile is closed to me on LinkedIn, I'm not cool enough :)

LOL. Ok, I sent a connect your way! Hopefully that works. :)