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Thanks for the list. In my case, when I started doing ML/DL projects, I was looking for many many tools that could help me organize/train/deploy my model. I rem
by hivacruz 6y ago
Thanks for the list. In my case, when I started doing ML/DL projects, I was looking for many many tools that could help me organize/train/deploy my model. I remembered looking at Kedro for days which looks great, or MetaFlow from Netflix.
But at the end, I did my own project's structure with a enough Docker monolith that includes MLFlow as well. This is the only tool I use (with sklearn) for something else that training and serving my model.
I think it's nice to do all of these by yourself at first and later use some of the tools listed there to enhance our workflow. It was really hard for me to get started with Kedro when your project is not as simple as MNIST or CIFAR.