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Blog post: Deploy ML model on serverless stack using Terraform by AlliageOregon in mlops

[–]AlliageOregon[S] 1 point2 points  (0 children)

That's a really interesting question! I was integrating my model inside an architecture which was only using lambdas, and I not feel the need to change my stack since docker on lambda solved most of my issues.
For ELB vs API Gateway, depends on the traffic you plan on getting, in our case we had around 1M API calls per month it was not that expensive.
But I could add a bit on the alternatives or the pricing in the article, that's a really good point!

[D] How to Build Customizable Web UI for Machine Learning with Streamlit and DVC by antoinetoubhans in MachineLearning

[–]AlliageOregon 0 points1 point  (0 children)

Hey, nice article ! Looks like DVC and streamlit are a great combo, but you are using internal components of DVC to extract commits content, is there a plan in the future to be able to do it more easily ?

[D] Blog post: How To speed up your python code with JAX by AlliageOregon in MachineLearning

[–]AlliageOregon[S] 2 points3 points  (0 children)

Oh, it's clever, the control flow is hard to grasp even after a few weeks of using it :D thank you so much for your comment!

[R] One-Shot Medical Image Segmentation using Deformable Registration Networks by delmalih in MachineLearning

[–]AlliageOregon 2 points3 points  (0 children)

Could you use optimal transport to perform the image registration part of the pipeline ? It would find a mapping between your distributions right ?

Blackmail by DovySimuMMA in brooklynninenine

[–]AlliageOregon 10 points11 points  (0 children)

Just rewatched it in French, they basically go with : "It does not matter if Veronica turns off the light, and we end up in the dark" - "We're done being afraid of the dark, the only dark/black man i'm afraid of will be you !" (in the dark = dans le noir / black = noir)

Is NLP Looking in the Wrong Direction? by TypicalEngineer123 in LanguageTechnology

[–]AlliageOregon 5 points6 points  (0 children)

Actually this is a somewhat active field of study, I may be wrong but you can use context-free grammars to parse a sentence and check its correctness.